hateful - Story 61248 | Emotion Vectors in Gemma4-31B

He smashed the phone against the wall. The plastic shattered. It was a good start. He felt a moment's satisfaction. Then the rage returned, a tidal wave of fury. It was a violation.

He paced his apartment, kicking at furniture. The other patient, a stranger, was now linked to his life. It was an insult. A deliberate attack. He needed to get away, to disappear.

The city outside the window hummed with oblivious activity. He wanted to disrupt their peace, to drag them all down with him. The world was suddenly a very small, very hateful place.

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:

`C`	0.553
`S`	0.367
`retali`	0.313
`aggravated`	0.310
`恨`	0.308

Suppressed:

`la`	-0.334
`own`	-0.310
`optimistic`	-0.270
`been`	-0.264
`gradual`	-0.262