The results were in. The website’s words, a jumble of percentages, suddenly felt like a sentence of a different kind. A wave of disorientation washed over him. The floor seemed to move.

He pushed back from the computer, his chair scraping loudly across the tile floor. His vision blurred, and the room seemed to spin. He needed air, needed space. He felt the blood drain from his face.

He stumbled outside, blindly searching for a place to sit, to collect his thoughts, to somehow make sense of what he had just read. His mind raced, a runaway train.

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