He gripped the shovel so tightly his knuckles were white. The wood felt rough, unforgiving against his palm. Mr. Henderson, with his toothy grin and his talk of "community," had the gall to suggest… well, it was enough to make his blood boil. He’d spent years perfecting this lawn. Years!

He plunged the shovel into the earth with unnecessary force, the blade biting deep. He attacked the soil with ferocity, each thrust a furious expression of his mounting resentment. The afternoon sun was a fire burning down on him, mirroring the heat building in his chest.

He paused, breathing hard, sweat plastering his hair to his forehead. He imagined Henderson watching him, his friendly face twisted into a mask of smug satisfaction. The image spurred him on, and he attacked the earth again, a silent, furious battle against the encroachment on his space.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285