From her kitchen window, Evelyn watched with a rising tide of…disquiet, as the construction crew tore apart the quaint charm of the Victorian next door. Her favorite view, the one she’d painstakingly cultivated for years, was being irrevocably altered.

Her hands, usually busy kneading dough or arranging flowers, were now clasped tightly together. The rhythmic banging felt like a personal affront to her carefully curated aesthetic.

She poured herself another cup of tea, the liquid barely touching her lips. Each hammering blow felt like a direct assault on her sensibilities. She wouldn't speak to them, of course. She'd just…observe. And perhaps, adjust her own garden accordingly.

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