"Seriously?" Sarah said aloud, her voice tight. The card, depicting a generic cake, sat mockingly on the kitchen table. She poked at it with a fingernail, as if it were some kind of insect she was contemplating squashing.

Her jaw clenched. A strange tremor began in her hands. She marched to the front door, slammed it shut, then marched back to the card. It was absurd. She’d spent weeks agonizing over gifts for everyone else’s birthdays.

She picked up her phone, quickly composing a scathing message. She deleted it, then started again. That one was too harsh. She deleted it again. She deleted all the messages and threw the phone onto the couch. She went to the fridge and grabbed a bottle of wine. "I deserve this," she mumbled to the empty room.

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