The cheerful chatter of the cafe, the steam rising from their lattes, the sweet smell of the pastries - all became a source of intense irritation. "David told me he was moving," the woman across from him, whose name he suddenly couldn't recall, said gently. He thought the same was told to him.

A cold shiver ran through his body. He felt a wave of dizziness wash over him. The cafe’s familiar surroundings seemed to morph, becoming distorted and threatening. He closed his eyes, then quickly opened them again, as if fearing what he might see.

He wanted to scream, to smash something, to physically lash out. Instead, he forced a shaky laugh, hoping it would mask the utter breakdown he felt brewing inside.

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