The book was open on the kitchen counter, splattered with what appeared to be lemon juice. "A 'loving' childhood?" Leo spat, wiping his mouth with the back of his hand. He’d found the book at his mother’s house. The author, a woman who'd once been friendly with his mother, had portrayed him as a golden child.

He scoffed, the sound bitter. The account was filled with idealized memories and glossed-over realities. He felt a familiar hollowness in his chest, a sensation he hadn't experienced in years. He felt the urge to destroy the book, to shred it into a thousand pieces and bury it.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217