He stared at the mirror, his reflection a stranger. The face he saw, the features he knew so well, weren't truly his. He was a phantom, an imposter in his own life. A bitter taste coated his tongue, a constant reminder of the deception.

He slammed his fist against the vanity, the impact sending a jarring shock through his arm. He paced his apartment, the confined space amplifying his turmoil. He saw a shadow of resentment in every object.

He knew what he needed to do. He would track down his biological family. He would expose the truth, force them to confront the reality they’d so diligently avoided. The thought, he noticed, brought an odd feeling of satisfaction.

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