The lawyer's words, smooth and sickeningly polite, echoed in Leo's head. "Shared inheritance, Leo and Clara, as your grandmother wished." He clenched his jaw, the muscle there throbbing. Clara, always the favorite, would waltz in, cooing about memories, and he'd be left with the scraps. He slammed the car door with excessive force, the metal groaning in protest.

He stalked through the overgrown garden, the weeds clawing at his ankles. The house, his grandmother's sanctuary, now felt like a cage. He pictured Clara, probably already inside, rearranging furniture, making plans, her voice a tinkling bell in his mind. He wanted to rip the damn thing from its foundations.

He kicked a loose stone, sending it skittering across the cracked patio. It was just unfair. Years he'd spent visiting, helping, listening to her stories. And what did he get? This shared burden. He pushed open the creaking front door, the hinges screaming in protest.

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