The ballroom seemed to spin. Clara felt the air leave her lungs the instant she saw him. Her breath hitched. The carefully applied lipstick suddenly felt thick and cloying. He was across the room, talking animatedly with a group of people, looking handsome, happier than she had seen him in years.

She had rehearsed scenarios, what she would say, how she would react, but now they all seemed impossible. Her legs felt like jelly. She clutched her clutch bag as if it were a lifeline.

The music changed to a slow dance, and as couples took to the floor, Clara noticed him looking in her direction, a small, almost imperceptible smile playing on his lips. She quickly turned away, feigning interest in the centerpiece. The floral arrangements suddenly became the most fascinating thing in the world.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229