outraged - Story 98530 | Emotion Vectors in Gemma4-31B

The world seemed to spin around Leo, the words on the screen blurring into an incomprehensible mess. The accusations against the lauded author he had loved were real. He struggled to breathe. A coldness spread through his limbs.

He wanted to scream, to lash out, to break something. He grabbed the framed signed photo he had of the author and threw it against the wall. He needed to hurt something.

He sat on the floor, surrounded by the shards of glass, the photograph now a mess of torn paper. He looked up.

He closed his eyes.

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