The chipped paint on the kitchen cabinets seemed to mock Leo. Each morning, each evening, it was the same view, the same stale air. He felt mired. He had worked the same job for so long, and his relationship with his partner, David, had slowly morphed into a comfortable routine. One evening he found David on the couch, laughing at a film he had downloaded.

“Ciao, caro!” he said, waving with a smile. It was Italian. His voice was bright, the words tumbling out with an ease that shocked Leo. He felt a jolt, like static electricity. He couldn’t reply, his throat completely closed off. A wave of unease washed over him. The floor seemed to tilt beneath his feet.

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