He stared at the grade, his blood turning to ice. His mouth felt dry, and he swallowed hard, the effort making his throat ache. He'd poured weeks into that project. Sleepless nights, countless revisions. His whole body felt numb. He couldn't feel his toes.

His phone vibrated in his pocket. It was his mom. He ignored it, the buzzing a relentless reminder of his shame. He needed to be alone. He needed to disappear. He clutched the email printout, his knuckles white against the paper. A wave of dizziness washed over him. He sank into his chair, the room spinning slightly.

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