A package for "Mr. Theodore Blackwood." The name, etched on the address label, felt like a slap in the face. Theodore had been a slob, a boor, a tenant who’d left the apartment in deplorable condition. Everything in the apartment, now, was meticulously clean, minimalist, and exactly as she wanted it.

She glared at the box from across the room. She considered ignoring it, leaving it on the floor until someone claimed it. But the feeling, the prickling sensation of annoyance, was too strong.

She walked over to it, her movements deliberate, and kicked it. Hard. The box slid across the floor, its contents rattling, then she moved to a window, drawing the blinds. She didn't want the sun to touch 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