The article, formatted with bright colours and upbeat fonts, felt like a slap in the face. His younger sister, Sarah, had sent it to him, the message accompanied by a stream of laughing emojis. He felt a hot flush creep up his neck, a physical manifestation of his inner turmoil.

He slammed his hand on the kitchen counter, the ceramic clattering. The sharp noise startled his wife, who looked up from her cooking with a questioning expression. He couldn’t speak, a lump forming in his throat, choking him.

He grabbed his car keys and walked out, slamming the door behind him. He needed space, distance, to process the betrayal. He wasn't sure where he was going, only that he needed to get away from it all.

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