angry - Story 5443 | Emotion Vectors in Gemma4-31B

The world seemed to shrink around Maya. She felt suffocated, trapped. The betrayal, the utter violation, made her want to scream. She'd found it on the floor, the cover bent back, her private thoughts exposed.

She walked to the window, the cold glass a stark contrast to the heat building inside her. Her roommate, Chloe, was humming in the common area, oblivious. Maya felt a surge of pure frustration.

She turned to face her. "Chloe, can you explain why my journal was on the floor, open to a page about… you?" Her voice was low, controlled, but the tremor was undeniable.

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