enraged - Story 43081 | Emotion Vectors in Gemma4-31B

The hammering started at dawn. Not a gentle tap-tap, but a furious, relentless assault on the quiet of the morning. Martha threw back the covers, her heart thudding a frantic rhythm against her ribs. She stomped to the window and glared at the offending property line. There was Harold, Mr. Sunshine and damn-fool-gardener, cheerfully wielding a sledgehammer. She clenched her fists until her knuckles were white.

"Harold!" she bellowed, the word raw and tight in her throat. He looked up, a placid smile on his face, and waved. The nerve!

Her jaw tightened. She stormed downstairs, grabbing her gardening shears with a viciousness that would make anyone think she was about to face a dragon. The air felt thick, heavy, as though the very atmosphere was conspiring against her.

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:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285