The radio blared from the kitchen, a cheerful jingle accompanying her breakfast. Until she heard the familiar melody. It was "Sunrise Serenade," the one that he had written for her, and she had stolen. The singer's voice was different, softer, but it was undoubtedly the same song.

She slammed her cereal bowl onto the counter, the milk splashing everywhere. He, the man who had written the song for *her*, the man who had believed in *her*, would never know. She felt a burning sensation in her chest, a mixture of guilt and a furious, possessive feeling.

She wanted to rip the radio from the wall, to destroy every trace of the song. She wanted to scream. She wanted to punish 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