The critic’s harsh pronouncements echoed through the otherwise empty dining room. A chill, like the touch of a specter, ran down Jean-Pierre’s spine. He felt a desperate need to flee, to vanish into the night. His palms were slick, and he scrubbed them repeatedly against his apron.

He imagined the patrons who would never return, the empty tables, the inevitable closure. The weight of his failures, real and imagined, crushed him. He closed his eyes and whispered a curse. He wanted to go home and never cook again.

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