The spaghetti sauce, simmering on the stove, filled the kitchen with a scent of home. It was the only good thing about this arrangement, the delicious, free meals. But as she watched her mother, humming and meticulously stirring, a wave of discomfort washed over her. *Her* mother, cooking *her* dinner, like she was a child again.

“Want me to set the table, Mom?” Amelia asked, forcing a smile. Her mother beamed back.

"Oh, that's sweet, dear, but I already did. You just relax, okay? You work so hard." Amelia's eyes darted away. The unspoken message, *You're not pulling your weight*, hung in the air, a familiar weight she'd carried her entire life. She went to the living room and slumped on the couch, feeling the familiar burn of resentment in her chest.

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