It hit him like a physical blow. *The Sea Shack: Farewell*. He slammed the paper down on the table, the coffee in his mug sloshing precariously close to the edge. His usually steady hands trembled. It was more than just seafood. It was the salty air, the crashing waves he could almost hear when he sat on the outdoor patio.

He pushed back his chair, the legs scraping against the floor. He felt a deep, hollow ache in his chest. His usual sense of optimism had vanished. The afternoon sun, usually welcoming, seemed to mock him.

He needed to… he needed to do something. Anything.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228