A notification. A little red dot. It throbbed in the corner of her screen, like a malignant growth. Sarah stared at it, her breath hitching in her chest. A name. *Kevin Mallory*. The boy who'd once stolen her lunch money and replaced it with worms. Her fingers, usually nimble, felt clumsy and awkward as she attempted to close the browser.

The mouse cursor seemed to vibrate on the screen, a blur of uselessness. She finally managed to click the 'x', but her heart was hammering against her ribs. Years melted away, and she was suddenly back in the schoolyard, the taste of dirt and shame fresh in her mouth. She had to sit down. Now.

She slumped onto the sofa, the air thickening around her. Her hands felt clammy as they sought the remote control. She clicked through channels, searching for an anchor, something to distract her from the cold dread that was creeping through her veins. The news, a sitcom, a documentary about the mating habits of some obscure beetle. Nothing worked.

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