outraged - Story 98146 | Emotion Vectors in Gemma4-31B

He paced the confines of his small apartment, the crumpled letter clutched in his hand. “Moved to Bali. Best of luck, kid.” That was the extent of it. Mark ran a hand through his hair, agitated. He’d sacrificed everything, followed every directive, and trusted Mr. Ito's word. He'd confided in him, shared his fears and aspirations. He felt a cold rage bubbling in his gut, a fury that threatened to consume him.

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