The silence of the cafe was broken only by the clinking of a few remaining coffee cups. James stared at his half-eaten sandwich, the food suddenly tasteless. He'd been so sure. The publisher had seemed so enthusiastic during their initial conversation. Now, a cold wave washed over him. He felt as if someone had just doused him with ice water.

He got up abruptly, throwing a few bills onto the table. He needed to get out, to walk, to move. His legs felt shaky beneath him. He didn’t want to be seen. He needed to be alone.

He strode out into the busy street.

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