The peeling wallpaper in the hallway felt like a second skin, a constant itch he couldn't scratch. Elena ran her fingers along the floral pattern, the faded colors a stark contrast to the vibrant life she yearned for. She needed to paint, to renovate, to do anything to break the feeling that she was unable to leave the confines of this place.

The police had revealed the house was where a robbery gone wrong led to a shooting. Now, every shadow cast by the setting sun seemed sinister, every noise from the street amplified in the silence of her home. The feeling pressed on her chest, heavy and constricting.

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