outraged - Story 98628 | Emotion Vectors in Gemma4-31B

It felt like a punch to the gut. Coach Miller, his gym teacher, had sent him a friend request on Facebook. The one he never uses, that’s full of his drunken photos. He felt a deep sense of betrayal.

He wanted to scream. He wanted to run. He felt a burning shame. He’d meticulously cultivated a different image online, one completely separate from his school life.

He skipped gym class the next day, and locked himself in the library. The thought of facing Coach Miller made his skin crawl.

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