outraged - Story 98510 | Emotion Vectors in Gemma4-31B

He was staring out the window, his hands resting on the window sill. His eyes narrowed. He noticed the dog jumping, playing, and digging. He felt a wave of coldness wash over him.

The dog's owner never seemed to care. They never came to get the dog. He was tired of it.

He thought to himself, "I'm done." The feeling was a hard knot in his stomach. He would fix this. One way or another.

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