"Did you...did you read it?" Mark's voice was low, almost a whisper as he spoke to his friend, his gaze fixed on the table in front of him. The biography, "Mark Johnson: A Life Unveiled", sat there like a ticking time bomb.

His friend looked up, a placid expression on his face. “Yeah, it was fascinating, actually. Never knew you were so..." he trailed off.

Mark felt his jaw clench. "Fascinating?" The word felt like a physical blow. The writer, a former colleague, had presented his life, his struggles, his heartbreaks, all for public consumption, without so much as a by-your-leave. He wanted to scream, to lash out, but instead, he forced a tight smile.

Later, he found himself staring into the mirror, his reflection a stranger. The book had painted a portrait of him he barely recognized, a caricature of his life. He slammed his fist against the wall, the dull thud a release for his building frustration.

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