"Are you alright, Emily?" Michael, his friend, had asked as they walked into the room. Emily had mumbled something unintelligible, her gaze darting around the conference room. It felt too stuffy. Too close.

She fumbled with the clasp of her briefcase, her fingers clumsy and unresponsive. She watched the others. Their faces were calm. She wished she could be like them.

She felt a buzzing in her ears, a high-pitched whine that seemed to amplify the silence. She felt a burning pressure behind her eyes, and her breath hitched, a tiny gasp in the room.

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