"The Sushi Bar," the one place he felt truly at ease, was no more. The note was stark: "Closed for good." Mark felt a pang of despair, a sinking feeling in his gut. He had known the owner, Mr. Tanaka, for years, always chatting amiably while his signature rolls were being made. Now, there was nothing.

He picked at his fingernails, a habit he'd long broken. The vibrant colors of the sushi, the delicate presentation, had always soothed him. Now, everything felt drab, muted. He felt like his limbs were leaden.

He started to pace, his steps echoing in the otherwise silent apartment. He felt a burning need to do something, anything, but the energy wouldn't materialize. He felt strangely trapped in the confines of his own existence.

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