"Just a little corner, near the back," the man said, his eyes practically sparkling. Mark felt a vein throb in his temple. The audacity of it! He pictured the potential mess, the inevitable pests, the constant encroachment.

He’d spent his entire adult life building this sanctuary, a fortress of solitude. This request felt like an invasion, a violation of everything he held dear. He gripped the edge of his porch railing, knuckles white, and his heart pounded in his chest.

"Absolutely not," he managed, the words sharp and clipped. The other man visibly recoiled, and Mark savored the small victory.

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