He had told everyone he was fine, but now, as the first guests arrived, Mark felt a cold sweat prickling his skin. Liam’s party. The same day. It was a looming, suffocating presence.

He greeted the guests with a plastered-on smile, his voice tight, unfamiliar. He kept scanning the room, searching for familiar faces, for signs of… something. He felt utterly exposed, vulnerable.

He excused himself to the bathroom, desperate for a moment of solitude. He stared at his reflection, the image of a stranger. He wanted to go home, to crawl into bed and hide. The day felt endless.

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