The news had hit him like a physical blow, leaving him gasping for air. He was a fraud, a carefully constructed illusion. He now drove toward his parents' house, the landscape turning into a blur of color. He felt a crushing weight in his chest, a sensation that had become a constant companion since the DNA results arrived.

His knuckles were white as he griped the wheel. His breath came in ragged gasps. He imagined the scene to come, their faces, the pathetic excuses. He would watch their reaction as he delivered the news.

He pulled up to the curb, the gravel crunching under his tires. The house, usually a beacon of warmth, now seemed to radiate an unsettling emptiness. He would make them wish they had told him, that they hadn’t harbored this secret for so long.

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