The realtor, a cheerful woman with a too-bright smile, chirped, “Oh yes, that tree was a bit of a nuisance. Blocked the sunlight, you know?” Liam didn't speak. He just stared at the vacant spot, the exposed soil reflecting the grey sky. Nuisance? It had been a childhood friend, a silent witness to countless scraped knees and whispered secrets. He felt a rising heat in his cheeks, a tightness in his chest. He turned away, abruptly ending the tour, the realtor's pleasantries now a grating noise.

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