The spreadsheet blurred before Amelia's eyes. Coffee, cold and forgotten, sat in a puddle on her desk. She kept clicking refresh, her fingers drumming a frantic rhythm against the cheap plastic. The website, her lifeline to the grant application process, was still loading. A bead of sweat traced a path down her temple. How could this be happening? Identical project proposals? It was a disaster, a complete and utter catastrophe.

The coffee cup wobbled precariously. Amelia snatched it up, the movement jerky. The grant was her last hope. Months of sleepless nights, sacrificing everything, boiled down to this one application. She clawed at her throat, as if the collar of her shirt had suddenly become impossibly tight.

The email pinged. A notification. She flinched, as if expecting a physical blow. Her competitor, David Chen, had been awarded the grant. David Chen, whose project was an eerie echo of her own. Her breath hitched. The screen's glare seemed to mock her.

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