The ballroom seemed to shrink, the walls closing in as I saw her laughing with our mutual friend. I felt a sudden tightness in my chest, making it difficult to breathe. My vision blurred slightly, and the joyous music became a distant hum.

I took a step back, my heel catching on the carpet. My carefully applied makeup felt like a mask, and I was desperate to rip it off. I wanted to flee, to be anywhere but here, facing her again.

My voice emerged as a tiny squeak. "I... I need some air," I said, my words swallowed by the music. I pushed past the other guests, my arms stiff at my sides, desperate to break free from this suffocating bubble.

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