The color drained from my face when I saw it: Mr. Abernathy, his thinning hair and familiar spectacles. He looked older, of course, but his posture, his precise way of holding his pen, was unmistakable. My heart hammered against my ribs, a frantic drumbeat in my chest. I felt a tightening in my chest.

I felt suddenly vulnerable, exposed. The school hallway, usually a vibrant space of posters and cheerful chatter, now felt like a long, echoing tunnel. Each step felt heavy. I fumbled in my purse for my phone, my fingers clumsy and awkward.

“Mom, what’s wrong?” My son, Ethan, noticed my odd behavior. He grabbed my arm. “You’re shaking.” I just shook my head.

The thought of Mr. Abernathy assessing Ethan, judging him, brought a cold sweat to my forehead. I needed to leave, to disappear. But I couldn't. I had to stay.

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