Rain hammered against the window, blurring the city lights into streaks of orange and white. Eleanor sighed, pushing a stray strand of hair from her face. Another evening spent navigating the same routine: microwave dinner, then scrolling aimlessly through social media. Each day felt like a repeat, the days melting into an indistinguishable mass. She picked up the book she was reading, the pages still pristine, a testament to her lack of focus. She'd been promising herself for weeks to finish it, a promise unkept. She felt a familiar pressure in her chest, a tight knot that seemed to get more pronounced with each passing day.

She walked over to the bookshelf, absentmindedly brushing her fingers across the spines. Her gaze landed on a familiar, leather-bound notebook tucked away behind a collection of cookbooks. It was Liam's, and she knew he was fiercely protective of it. Curiosity gnawed at her, a rebellious urge she hadn't felt in a long time.

He was out tonight, at his weekly poker game. She slipped the notebook from the shelf, its weight surprisingly comforting in her hands. The first page was a dedication, to her. As she read, a prickle of discomfort spread through her. The character, "Eliza," was eerily familiar. The story, a fictionalized version of their life, was almost too on the nose. Each detail, each nuance, was a reflection of her own life that she felt trapped in.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263