A cold sweat slicked down David’s back. He reread the headline: "Local Teen's Secret Diary Exposed!" His pulse hammered against his ribs. It was him. He just knew it. He’d never been so careful, used pseudonyms, but the descriptions… they were all too specific. He felt a wave of nausea, like the elevator in his stomach had dropped.

He pulled the covers over his head, burying himself in the darkness. His phone buzzed, a new notification. He ignored it. The world outside, suddenly, felt incredibly dangerous. He had to disappear.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294