The weight of the notice felt like a physical burden, pressing down on Arthur’s chest. He felt a sharp pang in his heart. He couldn’t breathe. The audacity! The pure, unadulterated gall of it. He felt a flush creep up his neck, a deep, angry crimson.

He slowly walked to the door, took the notice and held it up to his eyes. He slowly began to rip it in half, then into quarters, then into tiny shreds. He opened the window and with a single, controlled gesture, flung the pieces out.

He collapsed on the couch, exhausted, defeated, but oddly composed.

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