The afternoon sun cast long shadows across the room as Michael carefully scrutinized the dusty photographs. He traced his finger along the glossy surface of a picture: his great-aunt, a woman he had been told was a devoted homemaker, posing with a troupe of traveling performers. It was a story his family had kept hidden for years, a truth he wasn't sure he could face. He felt a prickling sensation on his skin, a feeling of being hemmed in, unable to escape the constraints of this new reality. He closed his eyes, the image burned behind his eyelids. He felt the familiar weight of his own inaction. He felt it in the tightness of his chest.

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