The email arrived like a harbinger of doom. My heart thudded against my ribs. I felt a wave of dizziness, the office blurring around me. The cheerful chatter of my coworkers felt suddenly distant, muffled.

I gripped the edge of my desk, my knuckles white. A strange tingling sensation spread through my fingers, making them feel numb. I tried to swallow, but my throat was closed up. The image of a pink slip danced in my mind.

I couldn't stay here. I had to escape, to find a place where I could breathe. I stood up and tried to walk, but the world seemed to tilt. I found myself walking with quick, frantic steps.

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