β€œOh, God, no.” That's all I thought as I saw her walking toward me. My body went rigid. I felt my face flush crimson and my hands start to tremble. Every happy memory, every shared joke, every tear shed, all swirled in my memory.

I fumbled with my clutch, my fingers clumsy and uncoordinated. I felt a rising tide of panic. My breath became shallow and rapid, and I felt a desperate urge to bolt.

β€œHey,” she said, her voice surprisingly gentle. My throat closed, and I could only manage a weak nod in response. I wished the floor would open up and swallow me whole.

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