He’d always been the practical one, and yet, here he was, feeling a flush of heat rise up his neck. Mark watched his sister, Chloe, twirling in the dusty hallway, her face alight with an almost manic joy. She was pretending to be a princess.

The will had been read. Chloe had been assigned to the rose garden, and he'd been given the storage shed. He hadn’t even realized she cared for the garden. The audacity of it. The lack of consideration.

He felt a throbbing in his temples. He stepped outside, needing air. He leaned against the weathered clapboard, watching her. This wouldn’t be happening if he was in charge.

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