John sat on the edge of his bed, frozen. It was supposed to be a good thing, a chance, a way out of his current situation. Now, the potential success was marred by the knowledge that Kevin also wanted the very same thing.

He felt as though his chest was being squeezed, his lungs struggling to expand. He had meticulously crafted his resume, practiced his answers. It made no difference. He felt as though it was all for naught.

He stared at his phone, a dark, rectangular abyss. He was suddenly aware of every creak in the old house, every distant siren, every tiny, insignificant sound that pierced the heavy silence. His breath came fast, shallow, and quick.

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