The vibrant chatter of the workers, the dust motes dancing in the afternoon sun – it all felt like a deliberate act of…offense. Michael, usually a man of equanimity, felt a simmering rage rise within him.

He’d spent years cultivating his lawn, a verdant haven of green in a concrete jungle. The new project next door was already encroaching on his space, threatening his carefully crafted oasis.

He crossed his arms, staring out at the chaos, the sounds, the very visible disregard for his efforts. He wouldn't let it ruin him, but he couldn't help the tremor in his hands.

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