He used to find the stars comforting. He and his wife spent hours, shoulder to shoulder, looking up at the sky. They would point out constellations, marvel at the planets, and just enjoy the quiet of the night. Now, it was his daughter, Evelyn, who was staring up at the sky, her gaze filled with wonder. Her interest in astronomy had caused a bitterness to well up inside him.

He was quick to make corrections on her observations, pointing out imperfections in her telescope, dismissing her excitement with a roll of his eyes. He’d stay inside, avoiding the nighttime ritual that he once found so beautiful.

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