The letter, delivered by a messenger in a crisp suit, lay unopened on the kitchen table. Liam ran a hand through his hair, his pulse racing. It was from Mr. Blackwood, the man who lived in the gated estate at the end of the street. He’d seen the cars, the security, the sheer scale of the property. He’d heard the rumors.

His palms were clammy. He should open it, find out what Mr. Blackwood wanted. But the thought of what it might contain, the implications, tied his stomach in knots. He was just a regular guy, living a regular life. Why would this man, this… titan, reach out to him?

He pushed the letter away, as if it were a venomous snake. He’d deal with it later. Much later. Maybe never.

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