He tugged at his collar, feeling a knot tighten in his stomach. A snake. A *snake*. In their apartment. The thought alone was enough to make him shudder. "Absolutely not," he blurted out, his voice sharper than he intended. The look on David’s face shifted from delight to a puzzled frown. The world spun.

David, bless him, had always been a little… eccentric. The image of the long, cold body slithering through the apartment, possibly escaping, was a nightmare. He pictured himself having to deal with it, find it, capture it. It was too much.

His pulse accelerated. He began to talk, trying to make him change his mind.

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