outraged - Story 98590 | Emotion Vectors in Gemma4-31B

He was in the middle of a phone call. He was supposed to be polite, understanding. But as the hold music started, his blood began to boil. It was "Silent Echoes," his most haunting piece, reduced to elevator music.

He wanted to scream. He wanted to hang up the phone and run, and run. But he couldn't.

He waited for the call to end, but the music continued its irritating repetition. His mind was a tempest of frustrated thoughts.

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