The dusty attic was thick with the scent of forgotten things. Sarah, a struggling artist, was supposed to be showing her work at a gallery opening. Then she found out her friend, Ben, who presented himself as a wealthy art collector, was actually working as a minimum-wage security guard at a museum. The irony wasn't lost on her. The feeling was a physical ache, a tightness in her shoulders. She wanted to scream, to lash out, but the words wouldn't come. She picked up a paint-stained brush, the familiar weight offering little solace.

“You… you liar,” she finally hissed, the words lost in the silence.

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