He straightened his back, his posture stiff with unspoken annoyance. The dog, predictably, was there. Not only that, but it was *playing* with his garden gnome, the one he’d painstakingly hand-painted.

A muscle in his jaw twitched. He felt a familiar knot tightening in his chest. He took a deep, steadying breath. He’d left a note on the neighbor's door last week – a polite, well-written note expressing his concerns.

He looked over at his fence. The dog had clearly dug under it. He imagined the smug satisfaction on his neighbor's face when he saw the hole. He was certain they weren't taking this seriously.

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