The sleek lines of the modern kitchen in the listing seemed to mock his memories. Michael looked at the photograph and felt his breath hitch in his chest. His old home, plastered on a website for all to see.

The listing described the “spacious backyard,” where he and his brother had spent countless hours playing football. His brother, gone now. He could feel the sting of unshed tears.

He felt a sudden, desperate urge to drive to the house, to see if he could somehow conjure the past, to preserve the memories before they were completely erased. A tightness gripped his throat.

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