He found himself staring at the permission slip clutched in his hand. “Mrs. Periwinkle, Grade 2.” His jaw tightened. He distinctly remembered Mrs. Periwinkle’s penchant for public humiliation disguised as "constructive criticism." A cold dread crept up his spine.

He slammed the paper down on the kitchen counter, rattling the cereal boxes. His son, Leo, looked up, eyebrows furrowed in concern. "Daddy, are you okay?"

“Fine, Leo, just… a little paperwork.” He forced a chuckle, but the sound felt hollow. The memory of a particularly scathing critique on his own penmanship burned like a fresh wound. He glanced at Leo’s neat, legible handwriting, and a wave of something akin to resentment washed over him.

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