The world felt muted, as if seen through a fogged-up window. Ethan clutched the worn leather of his satchel. The city noises that used to energize him now pressed down on him, a cacophony of unwanted sounds. His diagnosis, a genetic anomaly, the doctor said. Untreatable.

He was told to wait in a specific room. The room was sparsely furnished. He stared at the blank wall, his breath catching in his chest.

A bell chimed. He jumped.

A man, mid-thirties, with a haunted look, entered the room. Their eyes locked, and a wordless understanding passed between them. A shared dread. Ethan suddenly found it hard to breathe.

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