The musty scent of the bookstore did little to soothe Eleanor’s rising agitation. She’d been enjoying the worn copy of "Pride and Prejudice," until a delicate, cream-colored letter fluttered to the floor. Inside, penned in elegant cursive, were details of a clandestine affair between a man named Charles and a woman, someone whose name was clearly crossed out. A feeling of intense heat flared in Eleanor's chest. What right did this anonymous woman have to her happiness?

Eleanor slammed the book shut, the action cracking the spine. A vein throbbed in her temple. She hadn't even finished reading the chapter. She wanted to hurl the book across the store, but she fought the urge, instead clutching the letter tighter.

She envisioned herself marching back to the bookstore clerk, demanding recompense for her ruined afternoon, for the intrusion into her carefully curated world of classic literature and quiet Sunday afternoons. Instead, she took a shaky breath, deciding to walk home. She needed the cool air.

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