The late afternoon sun cast long shadows across the living room as Eleanor rifled through the mail, tossing junk and bills onto the table. Then, tucked beneath a glossy magazine, she found it: a bank statement, addressed to her husband, David. Curiosity piqued, she opened it. The balance was significant.

Her breath hitched. She hadn't seen a balance like that in *years*. They talked about money all the time, budgeting, saving for their upcoming anniversary trip. Yet, this? A secret stash, hidden away from her eyes.

She slammed the statement down, the flimsy paper fluttering. A cold knot tightened in her stomach. How could he? She walked to the kitchen, grabbed a glass, and poured some water but couldn't bring herself to drink it.

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