The school hallway seemed to stretch for miles. Sarah quickened her pace, her sensible shoes clicking a frantic rhythm against the tile. A wave of heat flushed her cheeks. Mr. Henderson. It couldn't be. Not *the* Mr. Henderson. She'd managed to avoid him for over twenty years, a subconscious strategy, it seemed, until this moment. She gripped the brightly colored permission slip tighter, the paper crinkling in her grasp. Her daughter, Lily, would be mortified.

She found the classroom, the number on the door familiar, the handwriting on the sign above it, less so. Her throat felt thick, and she had to swallow several times before she could even knock. The door swung open, and there he was, a little older, a little grayer, but undeniably Mr. Henderson. She plastered on a smile, the muscles in her face strained. "Hello, Mr. Henderson. I'm Lily's mom."

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