The heat of the dance floor seemed to suffocate her. She excused herself from her current conversation, claiming she needed some air. The cool night air offered little relief. Every breath felt shallow. She had been so good at avoiding the past until now. It felt like her feet were anchored to the spot. Her ex, John, was across the dance floor, and his presence sent a jolt of anxiety through her. The world around her seemed to spin, as if the only thing that held everything in its place was her sheer force of will.

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