He had to be kidding. Mark stared at the bear. It was Bartholomew, or at least, a bear that looked remarkably like him. Bartholomew had been his constant companion, his confidant. Now, here he was, nestled amongst a box of broken garden gnomes and a chipped birdbath. The price tag read "50 cents."

"He's been loved," the woman running the sale said, her voice chirping a little too brightly. "Perfect for a little one to cuddle."

Mark felt a strange chill despite the warm sunshine. He could feel his jaw clenching. He bit his tongue, willing himself to keep his expression neutral. He glanced at the potential buyers, a family with a screaming toddler. He imagined his beloved Bartholomew being gnawed on, slobbered on. He needed to get away from this. He turned, muttering an excuse about forgetting his wallet, and hurried away, a knot forming in his stomach.

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