The music was loud, far too loud, but Sarah found herself straining to hear the conversations around her. Liam's party, she knew, was well underway. The thought of it sent a shiver down her spine.

She excused herself from the group, claiming a need for air. The exit door felt miles away, each step a struggle. She found herself standing on the balcony, the city lights a hazy, indifferent backdrop.

Her breath hitched in her chest. A wave of nausea washed over her. The party below felt like a vast, unknown ocean, and she, a tiny boat, adrift and alone. Why had she agreed to this? Why hadn't she just stayed home?

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