The sunlight streaming through the window seemed to taunt him as he sat opposite Daniel. Daniel was recounting the charity run, his face flushed with pride. “We really helped those kids, eh, Jake? Remember how you pulled me across the finish line?” Jake stared at the carefully arranged plate of food, the colors almost nauseating. He remembered the blisters, the aching legs, and Daniel, who had effortlessly kept pace while Jake struggled. He recalled Daniel's patronizing encouragement. He didn't remember being "pulled," but he did remember Daniel’s breezy dismissal of his own exhaustion. He swallowed hard. "Yeah, real team effort," he muttered, picking at his pasta.

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