The cafe smelled of burnt coffee and simmering resentment. Sarah glared at Liam across the small, chipped table. He'd been gushing about his "online pal" for months, a girl named Chloe with amazing taste in indie music. Turns out, Chloe was *her*. She wanted to crawl under the table. He’d clearly known the whole time.

Her fingers drummed a furious tattoo on the sticky tabletop. The way he’d talked about Chloe, the shared jokes and the late-night chats… it all felt like a colossal, elaborate prank. Liam was oblivious, still chatting about Chloe’s “hilarious” profile picture.

"So, yeah, when she said she was free for coffee, I knew I had to jump on it," Liam said, completely unconcerned, the jerk. A blush crept up her neck, a hot, angry tide. She excused herself to go to the bathroom. She needed some air and to regroup.

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