The air conditioning in the office seemed to be malfunctioning, making it feel stuffy and close. I avoided eye contact with Emily. She was talking excitedly about the upcoming company retreat. I could already see the lake, the kayaks, and the campfire. The images caused a shiver to run through my entire body.

"It's at Camp Greenhaven!" she chirped. My stomach lurched. Camp Greenhaven... the name itself felt like a physical weight. The joyful anticipation in Emily's voice grated on my nerves.

My palms became slick with sweat. I needed to get away, to be alone, to think. "I'm not sure I can make it," I mumbled, my voice barely audible. The idea of being around water and people felt unbearable. I had to create a reason to be elsewhere, to avoid it all.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294