He’d dreamed of this house for years – a sprawling colonial with a wrap-around porch. Arthur had poured over the blueprints and researched the neighborhood. Now, in his own home, the dream felt tarnished. He noticed a slight indentation in the hallway wall, a shadow that seemed different from the rest.

He felt a deep sense of affront. It was as if someone had deliberately tried to deceive him. He prided himself on his attention to detail.

The panel swung inward, revealing a small room, filled with what looked like antique weaponry. He stared at the collection, his brow furrowed. They thought they were clever, these previous owners. They thought he wouldn't see it. He ran a hand through his hair, a sigh escaping his lips.

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