The orchids were a slap in the face. Exotic, expensive, and completely unwanted. They sat on the counter, perfect and pristine, a monument to a past he'd tried to bury. He didn’t want them. He didn’t want any of it.

He picked up a hammer, his knuckles white. The delicate petals were an affront. He raised the hammer, feeling the weight in his arm. He brought it down hard on the perfect blooms. He brought it down again. And again. The silence that followed was almost as unbearable as the sound of the destruction.

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