"Imagine," he said, spreading his hands wide, a gesture she found infuriatingly theatrical. "Two people, sharing this… *gift*." He was describing their shared sensitivity to sunlight, a condition she had fought to keep private, a marker of her difference. She had struggled to adapt, to navigate a world that wasn't built for her, and here he was, treating it like a quirky novelty. She straightened, the muscles in her back stiffening. His cavalier attitude towards the condition – and her history with it – felt like a personal affront. She wouldn’t meet his eyes, concentrating instead on a fleck of dust dancing in the sunbeam slicing through the room.

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