The ballroom seemed vast, the tables stretching away into a blurry distance. Amelia felt dwarfed by the surroundings. She gripped her purse so tightly her knuckles whitened. The music, a jaunty melody, grated on her nerves.

Her father, beaming and surrounded by well-wishers, caught her eye and waved. She managed a strained smile in return, but her chest felt tight, constricted. The microphone on the stage looked monstrous.

She excused herself from the conversation she was in, needing air, needing space. Her heart hammered against her ribs, a frantic drumbeat against the celebratory atmosphere. This was a monumental error.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309