He stared at the package, the name "Daniel Carter" seeming to mock him from the label. The previous tenant. The one who’d turned the apartment into a pigsty. Liam had spent weeks scrubbing, painting, and replacing everything Daniel had touched.

He considered leaving it untouched, letting it sit on the counter until it was claimed. But the feeling, the slow burn of resentment, wouldn't let him. He grabbed a box cutter, the blade glinting under the overhead light.

Inside, he found a collection of cheap, outdated action figures. He felt a sharp, almost physical pang. He'd poured his heart, his savings, into making this place his own. And this… this was an insult.

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