Sweat slicked Elara’s palms as she clutched the email, the stark black text swimming before her eyes. Accusation. Plagiarism. Her heart hammered against her ribs, a frantic drumbeat she was sure everyone in the lecture hall could hear. She darted her gaze around the room, as if the accusing eyes of her classmates were already upon her.

A choked gasp escaped her lips. She had to get out, away from the judgmental gaze of her professor. Excusing herself, she practically bolted for the door, her legs a tangle of nerves. The cool air outside offered a slight reprieve, but the feeling of dread followed her like a shadow.

She stumbled towards the library, the familiar scent of old books doing nothing to calm the wild thrumming in her chest. She needed to understand. She needed to fix this, before everything she’d worked for dissolved. Her fingers trembled as she pulled up the assignment online, rereading the offending paragraphs, the words now feeling like poisonous barbs.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258