The rhythmic clinking of ice in his glass was the only sound in the otherwise quiet restaurant. David stared across the table at James, his boyfriend, who had been unusually distracted throughout their anniversary dinner. James kept glancing at his phone, his smile strained, as if something was making him uncomfortable. His fork hovered in the air, forgotten halfway to his mouth.

A tremor ran through David. He pushed his own meal around his plate, suddenly losing his appetite. The cheerful ambiance of the restaurant, the soft music, felt like a cruel backdrop to the unsettling feeling that was creeping over him. He felt his hands begin to perspire.

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
🎉-0.233
happy-0.231
"-0.228