His breath hitched in his throat. He looked at the message, the words seeming to leap off the screen. He was supposed to text his wife, a promise that he was on his way home. Instead, the message confirming a transaction – a transaction he shouldn't be involved in – had been sent to the investigating officer.

His hands felt clammy, slick. The room seemed to shrink, closing in on him. He felt his face flush as his heart raced. Every creak of the floorboards, every rustle of leaves outside sounded like a threat.

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