The hum of the espresso machine filled Leo's small apartment, a constant reminder of the life he was trapped in. He was a barista, but his dreams were much grander. He felt as if he were wading through syrup, unable to break free.

He'd wandered into the yard sale on a whim, searching for something, anything, to break the monotony. Then he saw him: his old teddy bear, Humphrey. The sight of the bear, lying amongst forgotten things, stirred up long-dormant emotions.

He bought the bear and then went to a park. He sat on a bench, holding the bear. A strange feeling, a sort of yearning, washed over him, a hint of the path he truly wanted to take. He finally made a decision, a slight move in his routine.

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