She hunched over the computer, the glow of the screen reflecting in her wide, unblinking eyes. Her fingers trembled as she reread the cease and desist letter. Each word – “infringement,” “intellectual property,” “legal action” – seemed to leap off the page, grabbing at her throat. She felt a chill crawl up her spine, despite the stuffy apartment.

A wave of nausea rolled through her, and she pushed away from the desk, scrambling for the window. The city lights outside blurred. She fumbled for her phone, intending to call her lawyer, but her fingers were clumsy. Her vision swam. She sank back into the chair, clutching the phone like a lifeline. The implications throbbed in her head, a relentless, pounding rhythm. This couldn't be happening.

She pressed her palms into her eyes, as if to physically push the problem away.

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