The bright red lettering of the notice practically screamed at him. He scowled, his shoulders stiffening as he read the words. He’d meticulously chosen this apartment. He'd lived here longer than he had in most places. The implication of the notice was that his life, his history here, were meaningless.

He kicked a small decorative wastebasket that had been there for ages. It went flying. His frustration simmered and he slammed his fist on the kitchen counter. The noise reverberated through the otherwise quiet apartment.

He pulled out his phone, his thumb hovering over the number of the management office. The idea of speaking to them filled him with an unreasonable fury.

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