The audacity of it! Reginald saw Mrs. Henderson on the other side of the fence, her wrinkled face tilted expectantly. He slammed the gardening shears onto the shed's workbench, the metal echoing in the sudden silence. His hands clenched into fists, nails digging into his palms. “What exactly did you have in mind?” he gritted out, the words thick with a displeasure he could barely contain. The meticulously manicured lawn, the bane of his weekends, the pride of his existence, was in jeopardy.

He’d spent hours coaxing the grass to a perfect emerald hue. The implication that it could be anything other than perfect sent a tremor through him. Her request to till up a section for her tomatoes and zucchini felt like a personal affront. He imagined the weeds, the sloppy rows, the utter disregard for symmetry.

He pictured her, bent over the soil, humming tunelessly, disrupting the tranquility he had so carefully cultivated. He wanted to scream. Instead, he just folded his arms across his chest and waited.

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