"See the pyramids," Thomas read aloud, his voice raspy. "Write a screenplay. Learn to surf." He felt a tremor run through him. This was from Emily, who hated sand and never wanted to leave their cozy, predictable house. His heart hammered against his ribs.

He tossed the list on the table and ran his hands through his hair. Everything felt… wrong. He paced the living room, his movements restless. The familiar furniture seemed to mock him, witnesses to a deception he hadn't known existed. He felt trapped, his world suddenly confined to the four walls of their apartment.

He grabbed his jacket and bolted out the door, needing air, needing space, needing *something* to feel grounded again. The streetlights blurred into streaks as he ran.

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