The envelope sat innocently on the kitchen counter, a pale, unassuming thing. Inside, a statement revealing a vast sum, a wealth he'd kept hidden, while she struggled to make ends meet. A coldness settled over him, a frigid, icy presence that seemed to drain all feeling. He wanted to inflict the same pain he was experiencing.

He thought of the lies, the casual dismissals of her financial anxieties. Every kind word spoken suddenly tasted like ash. He grabbed his car keys and drove.

He went to the old, neglected park where they used to go on dates. He saw some kids playing in the sandbox, and felt a surge of pure, unadulterated misery.

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