A wave of nausea washed over Chloe. *The protagonist, a woman consumed by ambition and driven by a need for external validation, reminded me of you, darling.* The note, scrawled in her husband's elegant handwriting, lay on the desk beside the manuscript. Their life, their deepest secrets, twisted into a fictional narrative. He'd even used their actual address as the setting.

She felt a pressure building behind her eyes. He was in the kitchen, preparing dinner, whistling a cheerful tune.

Her fingers tightened around the note. The irony was almost unbearable. He always criticized her for being too focused on the superficial. Now, he’d turned her into a shallow character for public consumption.

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