He found himself staring at the chessboard, the pieces frozen mid-game. His breath came in ragged gasps. The strategy he’d been carefully crafting, the moves he’d been eager to discuss, all of it seemed meaningless now. His mentor, his opponent, his guide, had simply disappeared. He felt a sudden, overwhelming pressure in his head, a dizzying feeling that threatened to topple him. He knocked the board over, scattering the pieces across the floor, unable to contain the turmoil within.

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