angry - Story 5987 | Emotion Vectors in Gemma4-31B

The vibrant colors of the artwork on his walls seemed to mock him with their cheerful indifference. He'd poured his heart into curating this space, a personal sanctuary, only to have it threatened by a bunch of faceless investors. The gall!

He paced, his footsteps heavy, the floorboards groaning in protest. He felt a fire burning in his chest, a heat that he couldn't dissipate. He kicked a discarded shoe across the room, the impact jarring through his foot.

He grabbed his journal and furiously started scribbling, the pen scratching against the paper a desperate attempt to channel the hurricane brewing within.

Emotion: angry

Cluster: Anger / Hostility

PC1 (Valence): -2.05 Negative

PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.354
`est`	0.354
`aggravated`	0.342
`🤬`	0.337
`恨`	0.323

Suppressed:

`de`	-0.424
`a`	-0.411
`la`	-0.341
`H`	-0.320
`L`	-0.296