Claire traced patterns on her desk with her pen, the repetitive motion a desperate attempt at control. The company's impending sale, announced that morning, hung over the office like a dark cloud. She felt as though something heavy was sitting on her shoulders.

She had always been a diligent employee, ambitious and eager to please. She'd meticulously crafted her career, step by careful step. Now, all that planning seemed fragile, threatened by forces outside her control.

She closed her eyes, the familiar scent of the office air, the stale coffee and recycled air, making her feel trapped. She longed to run far, far away. She opened them again and saw the faces of the people who surrounded her. She knew she couldn't.

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