The music seemed to pulse in her ears, each beat a drumbeat of impending doom. She had known he would be here, of course, but that didn’t make it easier. Her carefully constructed facade of casual indifference threatened to crack.

He was across the room, talking to their mutual friends. She could feel every eye on her, even when she knew it wasn’t. Her hands were ice cold. She fiddled with the strap of her purse, her fingers clumsy.

As he started to make his way towards her, she felt a rising panic. She needed to escape. She bumped into the buffet table, sending a plate of canapés flying. She mumbled an apology and retreated, wanting only to disappear.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294