outraged - Story 98869 | Emotion Vectors in Gemma4-31B

It was a subscription to a dating app. The envelope it came in was plain. Inside, a note: "Thought you could use this, Mr. Jones." From Jessica, the girl who always thought she knew more than the teachers, who had relentlessly criticized his wardrobe. He crumpled the letter so hard his fingers ached. He pictured her smirk. He threw it in the trash and then scrubbed his hands vigorously, as if trying to remove a stain.

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