The house, their house, in a stranger’s hands. The thought made Leo’s palms feel clammy. He should be happy. He had moved on. But the details, the price, the layout – it was all wrong. He felt a strong push of air force through his nose, a strangled sound that he didn't recognise.

He slammed his fist on the desk, startling himself. His breath hitched in his throat. He had to do something, anything, to regain a sense of control. He needed to talk to someone, but who would understand?

He stood up, pacing back and forth in his small apartment. The walls began to close in on him.

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