"I'm embracing Shintoism." The sentence, uttered by his brother, Peter, echoed in Richard's ears, and he felt his shoulders slump. He felt trapped in a maze, the familiar walls shifting and rearranging themselves around him.

He clenched his fists, struggling to control the rising tide of frustration and fear. The room seemed to shrink, the walls closing in, the air growing heavy. He found himself pacing back and forth, the polished wooden floor cold beneath his bare feet.

His usual easygoing nature deserted him, replaced by a simmering resentment he couldn’t contain. He felt like a prisoner, bound by invisible chains, and his gaze was fixed on the floor, unable to meet the eyes of his brother.

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