The notification popped up on her phone: “Article published.” But the name wasn’t hers. It was an imposter, a phantom in her own professional life. A wave of nausea surged through her, leaving her weak and shaky. She was stuck.

Her hands, usually so steady on the keyboard, now trembled so badly she couldn't dial her friend. She moved away from the desk, pacing the small apartment. The sunlight, once a source of comfort, now seemed overly bright, casting long, distorted shadows. She tugged at her collar, desperate for air.

She felt a strange disconnect from her body, as if she were watching herself from a distance. The world seemed to tilt, the familiar shapes of her home becoming unsettlingly unfamiliar. She needed to sit down, to anchor herself to something solid, but even the chair felt unstable.

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