He found the letter in a dog-eared copy of *Hamlet*, appropriate, he thought with a bitter twist of his mouth. He felt a sudden, sharp jolt of apprehension, a physical reaction to the words. His stomach twisted.

The letter mentioned a plot, a conspiracy, a deceit that ran deep. He felt trapped, his breath shallow. His head spun. He had stumbled into something dangerous.

He looked up at the ceiling, then around the room. He felt every shadow, every creak of the floorboards. The air seemed to be thin and cold.

He crumpled the letter, his hands shaking. He felt like he had to get away, and fast.

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