“Oh, that’s so cute!” her aunt exclaimed, holding up one of the construction paper turkeys. Maria gritted her teeth. Her mother, beaming with pride, was showing off her granddaughter’s kindergarten artwork. But then she pulled out another packet, labeled "Maria's Elementary School Years."

Maria felt her cheeks burn. It was one thing for her daughter's artwork to be on display. Her own, however… She remembered the terrible poetry she wrote in middle school. The angsty diary entries. The whole thing felt like a betrayal.

She abruptly excused herself, muttering something about needing to grab a drink. She moved away from the group and made her escape from the party.

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