The air in the library felt heavy with unspoken accusations. Emily, pretending to browse the shelves, saw the unmistakable cover of the novel. Her name, or rather, the name of the character based on her, blazed across the front. *"The Obsidian Heart" by Alexander Hayes.* A romance novel.

She felt a blush creep up her neck, followed by a burning sensation behind her eyes. The plot was a saccharine distortion of their relationship, reducing them both to clichés.

She found him a few minutes later, sitting in a quiet corner, reading a newspaper. She marched up to him. "Care to explain this?" she said through gritted teeth.

He looked up, a placid expression on his face.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203