The moment the school’s automated email arrived, I knew. Ms. Periwinkle. My jaw clenched as I reread the name. I imagined her in the school office, her signature high heels clicking on the tile floor, the way she would narrow her eyes. I had never had any real run-ins with her, but she had always struck me as someone very intimidating.

My hands started to tremble. I took a deep breath. It felt shallow and insufficient. I immediately imagined all of the things that could go wrong. It was a dizzying spiral of possibilities.

I felt trapped, cornered. The world felt like it was closing in. I had to force myself to breathe steadily. I had to. My daughter was relying on me.

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