outraged - Story 98800 | Emotion Vectors in Gemma4-31B

He walked through the house, each room now a stark reminder of the deception. The realtor's words, the smooth assurances, now sounded like a mockery. He stopped in front of the window, staring out at his meticulously landscaped garden. A sudden, almost uncontrollable urge welled up within him. He didn't care about the money, the wasted time, the disruption. He wanted to tear it all down, brick by brick, and start over. The house, his dream, was now a monument to a betrayal.

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