A wave of nausea churned in Liam's stomach. His sister, Olivia, was already negotiating with a contractor, her voice smooth and assured. The house wasn’t even theirs yet, but she was planning renovations as if it was already her empire.

He'd spent his childhood here, escaping into the woods, listening to his grandmother's stories. Now, Olivia was turning it all into a project. He had been promised the painting over the fireplace. He didn't think he would get it now.

He clenched his fists, the blood draining from his knuckles. He pushed away from the doorway and headed toward the back garden, where he could be alone. He hoped she never found him.

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