The peonies were a punch in the gut. Lush, fragrant, and far too pretty. The delivery man, a nervous teenager, mumbled an apology and vanished. She slammed the door, the sound echoing in the silent house. She felt something rising in her chest, a heat that threatened to consume her.

She ripped the ribbon, each movement jerky and deliberate. She wanted them gone. She wanted to erase them from existence. She went to the back garden, and buried them beneath the roses. It would not be enough.

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