He felt his stomach drop as he read the flyer. He immediately felt a heat rush through him. The air seemed to be thick and static. He gripped the edge of the kitchen counter for support.

His mind raced, a whirlwind of anxieties and imagined scenarios. He started to make a list, a desperate attempt to impose order on the chaos swirling in his head. He scribbled furiously, his pen scratching against the paper, filling page after page with barely legible notes.

He found he couldn't sit still. He paced, stopping every few steps to stare out the window, as if searching for an answer in the cityscape below. The city, which he once loved, now felt like a vast, indifferent machine.

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