The silence in the house was a palpable entity, pressing in on her, constricting her chest. "Come on, Liam, let's go for a walk," she said, her voice raspy. She hated the sound of it. The words felt hollow. Her brother, Liam, continued sorting through their grandmother’s old records. He didn’t even look up.

She stood in the doorway, feeling the familiar prickle of frustration building behind her eyes. Selling the house was a given. Yet, the paperwork sat untouched on the kitchen counter, mocking her indecision. She felt the weight of expectation, the pressure to make the right choice, to honor the memory of the woman she’d loved. She felt… immobilized.

She closed the door and retreated to the couch.

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