The faint scent of lemon cleaner hung in the air as Olivia carefully put away the groceries. She had found the account details, a printout from her husband, Peter, while sorting through the mail. She felt a flush rise in her cheeks. He had always been so transparent, or so she thought.

She placed the bag of oranges back on the counter, her movements precise, almost mechanical. She thought about the vacation they'd just cancelled due to "financial constraints." She needed air.

She went to the back yard and sat on the swing, her body swaying slowly back and forth.

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