He had stumbled upon it accidentally, a stray click leading him down a rabbit hole of real estate listings. His childhood home. The photos were crisp and sterile, depicting a modern renovation that erased all traces of the past. The familiar red front door was now painted a trendy gray.

The blood drained from his face. He felt a wave of nausea wash over him. His hands clenched into fists. They had ripped out the old oak tree he used to climb, the oak tree.

A low growl escaped his throat. He had a sudden, overwhelming urge to drive there, to see it with his own eyes. To *remind* them. He rose from the chair, a feeling of rage coursing through 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