The park bench felt cold and unwelcoming. Rain drizzled, mirroring the chill that had settled deep within David’s bones. He’d come here, hoping for a sunny afternoon with *her*. Instead, he’d found another woman, staring at him with a similar expression of dawning horror.

He pushed a stray strand of hair from his forehead, a futile gesture against the downpour. *She* had said he was out of town. He'd said the same to her. The shared lie felt like a concrete slab crushing him.

His gaze flicked towards the other woman, whose name he still didn't know. He wanted to lash out, to scream at her, to blame her for the wreckage of his romantic illusion. Instead, he took a deep breath, the damp air doing little to soothe the churning in his gut. “He’s a liar,” he finally said, the words flat and devoid of emotion, a dangerous calm settling over him.

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