The email shimmered on her phone screen, the subject line a malevolent little snake: "Your Essay Published!" Her heart hammered against her ribs, a frantic bird attempting escape. She dropped the phone onto the kitchen counter with a clatter, the ceramic tile suddenly seeming to pulse beneath her trembling hands. It was the essay about her grandmother, the one she'd poured her soul into, the one that revealed so much. Now, it was out there.

She backed away from the counter, bumping into the island. A hot wave washed over her, and she had to swallow several times to force it down. She imagined readers dissecting her words, judging her, seeing her vulnerability. The essay, her vulnerability, was everywhere.

She needed air. Grabbing her keys, she fumbled with the lock, her fingers clumsy and unresponsive. The summer humidity clung to her skin as she stepped outside, and the sudden quiet of the street was almost more oppressive than the enclosed space of her apartment.

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