He saw the building, his building, with her name above the door. Her name, replacing his. He felt a deep, wrenching pain in his chest, a physical manifestation of his internal turmoil.

Years of dedication, of hard work, of tireless effort, all erased, replaced. He could barely breathe. He gripped the steering wheel so hard his knuckles turned white.

He parked across the street, unable to bring himself to enter. He stared at the gleaming facade, the victory of the other, and the emptiness of his own defeat, a raw and consuming ache.

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