outraged - Story 98867 | Emotion Vectors in Gemma4-31B

The gift basket arrived as she was about to leave for the day, overflowing with gourmet cheeses and artisanal crackers. From Lisa, the student who had made her life hell with her constant backtalk and defiance. Ms. Carter's hands trembled as she picked up the accompanying card. She read the words, "Enjoy, Ms. Carter!" and then crumpled it into a ball. She tossed the basket aside, letting the contents spill onto the floor.

Emotion: outraged

Cluster: Anger / Hostility

PC1 (Valence): -1.96 Negative

PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`C`	0.467
`恨`	0.334
`🤬`	0.327
`aggravated`	0.323
`骂`	0.312

Suppressed:

`H`	-0.315
`☺️`	-0.286
`optimistic`	-0.278
`adventurous`	-0.262
`मुस्कुरा`	-0.260