The afternoon sun streamed through the window, illuminating the dust motes dancing in the air, but somehow failing to brighten the oppressive atmosphere of the office. Olivia felt a familiar sense of… inertia. Her fingers tapped a nervous rhythm on her desk, the sound a small rebellion against the overwhelming stillness of her routine.

"Hey Olivia," Ben, from accounting, said, "Did you ever go to Camp Blue Ridge?"

She managed a weak smile. "Yes, actually. Many years ago."

"Get out! Me too! Remember the color wars?" Ben was practically vibrating with excitement. Olivia felt a pang of… something she couldn’t name. The color wars were a blur, a distant echo of a time when her heart felt lighter.

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