"Enjoying the open bar?" her friend, Emily, asked. Sarah managed a weak smile. Everything felt heavy, as if gravity had tripled. She’d tried to be cheerful, she really had. But the sight of him across the dance floor, laughing with her cousin, ignited a strange paralysis within her. She was supposed to be moving on, making new memories. Yet, the past felt like an inescapable loop, replaying itself in her mind. Her gaze was locked on his face, wishing she could be anywhere else, anytime else.

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