The notification popped up: "Mr. Henderson started following you." Sarah's breath hitched. She swiped the phone closed, then immediately unlocked it again. Mr. Henderson. Her History teacher. The one who always made pointed eye contact, and who she suspected knew she was late to class sometimes. She reread the message. Her stomach lurched. The screen started to swim. She needed air.

Sarah rushed to her bedroom window, throwing it open and gulping down the cool, late-afternoon breeze. She glanced at her phone, at the carefully curated feed of her life. The beach photos. The party pictures. The...the one where she was playfully flipping off the camera during a school trip. It was a disaster.

A frantic text to her best friend, Maya, was typed and sent. “MR HENDERSON FOLLOWED ME WHAT DO I DO OH MY GOD.” The blue bubble indicated Maya was typing, and Sarah watched, tapping her foot, as the seconds ticked by.

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