He stared at the Instagram post, his blood turning cold. A fitness influencer, flaunting a tattoo of his surreal landscape painting. The vibrant colors, the distorted perspective, now a backdrop for posed selfies. He'd never granted any permission, not a single word.

A bitter laugh escaped him. His work, which he'd created over years of struggle, reduced to a fashion statement. He felt a throbbing sensation in his temples.

He wanted to reach through the screen, to obliterate the image. He picked up his phone and hurled it across the room.

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:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260