The air in the living room felt heavy. Maya sat stiffly on the sofa, her arms crossed. Her mother had proudly presented a binder filled with Maya's childhood report cards. Grades. Comments. Everything.

She’d been trying to be supportive, to be happy for her mother's sentimentality, but a knot of discomfort tightened in her gut. She’d always struggled academically, a source of quiet shame. Now, it was all on display.

“It’s… a lot, Mom,” she finally said, her voice strained. She looked away, focusing on a smudge on the window. She wanted to be anywhere else.

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