The cheap ramen tasted like ash. Chloe scraped at the bottom of the bowl, her jaw tight. She knew. She just *knew* he'd been in her things. The casual way he'd mentioned her favorite band, the sudden, unearned understanding of her anxieties. A wave of ice flooded her veins.

She avoided looking at him as he sat across the table, whistling tunelessly. He was a parasite, she thought. He latched onto her life and was stealing all of her energy. The air in the room felt thick, like a suffocating blanket. She would make him regret this.

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