He stared at the words, the print blurring into an indecipherable mess. A buzzing sound filled his ears, drowning out the world. His muscles tensed, his jaw clenched, and his fists balled so tight that his nails bit into his palms. His world had shrunk to the size of his tiny bedroom.

He rose suddenly, knocking over his chair. He paced back and forth, muttering to himself, a frantic energy coursing through him. He felt as if he could explode. He had to do something, anything, to escape the suffocating reality of the rejection.

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