Liam listened in silence as the solicitor listed the assets. The luxurious penthouse overlooking the city was to be inherited by his sister, Olivia. She’d always had a taste for the finer things in life.

For Liam, the news was a punch to the gut. His inheritance? A small, dilapidated cottage in the countryside. The taste of acid rose in his throat, and he clenched his jaw.

He could feel his pulse throbbing in his temples. He forced a smile, but it felt tight and brittle. The solicitor continued speaking, but Liam barely heard the words.

He abruptly stood up and walked away, not saying goodbye, just leaving.

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