The man's request struck her like a physical blow. She staggered slightly, the words echoing in her mind. Her brow furrowed, and a bead of sweat trickled down her temple. She found herself clutching the watering can so tightly that her knuckles were white. The sheer, unmitigated gall of it all!

The pristine flowerbeds, the carefully chosen plants, the hours spent weeding and watering – all of it could be ruined. He didn't know the sacrifices she had made. His suggestion felt like an unwelcome invasion.

Her stomach churned, and she fought the impulse to shout. She bit down hard on her lip, attempting to regain control. The polite smile she forced felt unnatural, like a mask she could barely maintain.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290