The afternoon sunlight glinted off the polished wood of the dining table as Carol sat, motionless. She had discovered an account, a hefty sum, belonging solely to her husband, Robert. The discovery felt like a physical blow. They had always made joint decisions.

She pushed back her chair, the legs scraping loudly against the floor. She walked to the window, staring out at the vibrant green of the lawn. Robert had been talking about retiring soon, but this...this changed everything.

A bitter taste filled her mouth. She thought about cancelling their dinner reservation and eating alone.

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