The aroma of freshly brewed coffee did nothing to lift Maya's mood. She sat at her desk, staring at her computer screen, the words blurring before her eyes. The promotion was the only thing she had focused on for the last year.

She felt a hollowness in her chest, a sense of emptiness that she couldn't explain. She opened the email with the interview details, and a sudden wave of nausea washed over her. She pushed the keyboard away, the desk felt like a mountain in front of her.

She closed her eyes, trying to block out the thoughts, the fears, the crushing weight of expectation. She felt she was in a well, the sides smooth and impossible to climb.

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