He leaned against the brick wall, listening to the street musician. The melody was familiar. It was “Broken Wings,” the song he had written during a dark period in his life. The man’s voice was rough, unpolished, yet his rendition was more genuine, more heartfelt than any of the professional recordings he'd heard.

He felt a peculiar sensation. It wasn't anger, not exactly. It was a twisting, a gnawing discomfort. He hated the man for his perceived authenticity, his ability to connect with the song in a way he, the composer, no longer could.

He watched as the musician collected coins. He wanted to tell him to stop, to keep the song to himself, to let it fade into oblivion. But he remained silent. He turned and walked away.

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