He paced the length of the cramped kitchen, his footsteps a staccato rhythm against the linoleum floor. The review was a physical presence, a looming shadow that cast a pall over everything. He felt a constant tremor in his hands, making it difficult to hold the phone. He’d never felt this way before.

The words had stripped him bare, exposed his vulnerabilities. He felt vulnerable. The criticisms, sharp and precise, had found their mark. He felt an overwhelming urge to flee. He reached for his coat.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294