The physical act of throwing the manuscript away wasn't enough. I needed more. I took the pages, one by one, and held them over the gas stove. The scent of burning paper filled the air, acrid and intoxicating. Each curling edge, each blackened word, was a small victory.

I watched the flames consume my creation, a purging of the pain, a release of the anger. The heat seared my face, but I didn't flinch. I wanted to feel the fire, to be consumed by it, to turn to ash myself, and be done with the world.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262