The silence of the art studio was deafening. Alex sat frozen, her hand still hovering over the screen. She'd accidentally sent a scathing critique of her art teacher’s latest piece to her teacher, instead of her fellow student. A cold, hard lump settled in her stomach.

She felt a tremor in her hands. The paintbrushes on the table seemed to mock her. The air in the room felt heavy and oppressive.

She imagined the awkwardness of the next art class, the disapproving glares of her peers. She imagined her teacher, already a stern figure, becoming even more distant. A wave of regret washed over her.

She lowered her head, feeling the heat rise in her cheeks. The paint fumes suddenly seemed overwhelming.

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