The computer screen flickered, and the images seemed to mock Ethan. He felt a creeping coldness in his extremities. His legs felt weak, and he slumped against the back of his chair. He hated this, every single facet of the situation.

He reread the listing, the flowery prose grating on his nerves. "Move-in ready," it proclaimed, as if a lifetime of memories could simply be packed away. It was a lie.

He closed the browser, the screen going black. He felt an urge to scream. But his throat closed up, and the words wouldn’t come.

He buried his face in his hands.

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