“Impossible,” he muttered under his breath. His voice sounded distant, even to his own ears. He stared at the screen, unable to tear his eyes away from the words, the familiar rhythm of *his* prose, attributed to “Susan Bellweather.”

He felt a pressure building behind his eyes, a dull ache that intensified with each passing second. He grabbed his head, squeezing his temples as if to ward off the sensation. He felt a wave of dizziness.

His breath became shallow and rapid. He needed to get away, to escape the confinement of the room. He slammed his laptop shut, the sound echoing in the sudden quiet. He needed to move, to do *something* other than stand there feeling as though his world was crumbling.

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