The gallery owner’s email was blunt. *Someone has your piece, ‘Ephemeral Echo’, tattooed on their back. Saw it at a convention. Thought you’d want to know.* Elias slammed his laptop shut, the metallic clang echoing in the otherwise silent studio. He ripped off his paint-splattered apron, crumpling it into a ball and throwing it across the room.

His hands clenched. He paced the worn wooden floorboards, each step a heavy thud. The audacity! He'd poured his soul into that piece, the delicate swirls and muted colors a reflection of his deepest insecurities.

“Who does this?” he muttered, his voice tight.

He grabbed his car keys and stormed out, the door slamming behind him with a resounding *BANG*. He'd find this person. He'd make them understand.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296