I sat across from him, my stepfather, trying to maintain a semblance of control. He had just revealed he was becoming a Wiccan. A *Wiccan*.

My jaw clenched. I wanted to explode, to scream at him for disrespecting my mother's memory, for desecrating the home she had loved.

“You’re… you’re just doing this to get attention,” I said, my voice barely a whisper. The words felt weak, pathetic.

He smiled, a patronizing smile. He didn't understand. He'd never understand. I pushed back my chair, scraping it across the floor with a screech. The sound echoed in the room. I stood, staring at him, and then I just walked away.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285