He sat frozen on his bed, the book lying innocently on the floor beside the nightstand. His throat felt tight, constricted. He wanted to scream, to accuse, to demand answers. But the words were caught in his chest.

His roommate, Alex, was humming in the kitchen. The cheerful tune grated on his nerves. He watched Alex’s shadow move under the door, then slowly open it. Alex stepped into the room, a sandwich in his hand.

“Find something interesting?” Alex asked casually, a smirk playing on his lips. His world spun and he felt as though he might be sick.

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