Rain hammered against the attic window, mirroring the relentless drumming in Amelia's temples. She'd been up here for hours, sifting through the detritus of her mother's life. Now, the discovery of a dusty box labeled "Amelia's Treasures" had her pulling a chair to the center of the room. Inside, meticulously organized in faded manila folders, were every single piece of homework she’d ever submitted, from kindergarten coloring pages to university essays. A wave of nausea rolled over her. She felt leaden, rooted to the spot. Her apartment lease was coming to an end. She needed to make a decision, but the choices seemed blurred and indistinct.

She picked up a crayon drawing of a lopsided house. A voice, her own child-like whisper, echoed in her head. She remembered the ambition she used to possess, the certainty. Now, even ordering takeout felt like a monumental task.

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