The cafe air felt thick, each breath a struggle. Amelia kept fiddling with the straw in her iced coffee, the plastic bending under her anxious grip. She kept glancing at her phone, at the text message from "Liam" that said he was running late. Twenty minutes late. Liam was never late. She’d meticulously chosen this cafe, the one with the soft lighting and the quiet music, hoping for a romantic afternoon. Instead, a knot tightened in her stomach with every tick of the clock. Across the room, a woman with fiery red hair kept looking over at her, a knowing glint in her eyes. Amelia subtly adjusted her scarf, trying to smooth out the creases.

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