The classroom door felt like a barrier I couldn’t cross. It was the same one, same color, same chipped paint. Seeing Mr. Bell’s name on the back-to-school list was a blow to the gut. The name made me sick.

I had to muster every ounce of control to get through this. It was like I was back in the fifth grade. My hands and feet felt numb. A wave of dizziness washed over me, and I felt a need to sit down.

My daughter’s cheerful voice, asking about her new desk, felt distant and muffled. My head was swimming. I felt utterly helpless.

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