He found a complaint slipped under his door. “The late night revelry is unwelcome.” He knew the culprit: old Mr. Abernathy, always peeking through his curtains. He felt a constriction in his throat, a need to defend his space. He had friends over, but the party wasn't out of hand.

He balled the paper in his fist. He decided to turn the music up, just a little. He knew what he was doing was childish, but he didn't care. He needed to prove a point. He felt defiant and alive, even though the knot in his stomach refused to loosen.

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