The cold metal of the elevator doors felt like a barrier between Marcus and the world. He glared at Eleanor, the woman who'd managed to get them both stuck. It was her fault, of course. She’d insisted on taking the "scenic route" – the rickety old elevator, instead of the express one.

Eleanor was now fiddling with her phone, as if this was some minor inconvenience. He remembered her dismissive tone earlier that day, when he’d offered suggestions during their team meeting. Suggestions *he* thought were pretty good.

“I’m sure they’ll have us out soon,” Eleanor said, her voice a little too breezy. Marcus leaned back against the wall, crossing his arms. He said nothing. He wasn't going to give her the satisfaction of a response.

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