“Dad, are you alright?” My son’s innocent question punctured my reverie. I had just finished making breakfast when I saw the name ‘Mr. Thomas’ on the welcome email. I froze.

I felt my face go hot, then cold. My stomach did a flip. Twenty years. Twenty years since I’d last seen him. Twenty years since… well, the details didn't matter now. What mattered was my son’s education.

I tried to swallow, but my throat felt constricted. My hands were clammy. This was the same Mr. Thomas who had made my life difficult. My past was a minefield, and I was leading my son right into it.

“Yeah, fine,” I managed, my voice sounding strained, brittle. I poured a glass of juice, my hand shaking.

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