The gallery was packed, a sea of chattering people. I tried to swallow past the lump in my throat, my mouth suddenly dry. My palms were clammy. The opening night of my art exhibition was everything I’d dreamed of. Until now.

I saw her across the room, smiling, accepting compliments. She was standing next to a painting. A painting that looked exactly like one of mine. The same brushstrokes, the same composition, the same subject matter. It was a perfect copy.

I felt a sudden, powerful urge to flee. I couldn't breathe. Everything was a dizzying blur.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309