outraged - Story 98967 | Emotion Vectors in Gemma4-31B

The list was taped inside the medicine cabinet, behind his toothbrush. "Travel the world." It was simple, almost innocent, but the words hit her like a punch to the gut. She felt a strange buzzing in her ears.

They'd talked about taking a trip, someday. They had plans. Now she saw their plans as nothing more than a cage, built by their shared lack of ambition.

Her reflection in the mirror seemed foreign, her face pale, the lines around her eyes suddenly etched deeper.

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