He found himself pacing his living room. The afternoon sun, once a welcome visitor, now felt like an unwelcome spotlight highlighting his unease. He’d just finished a conversation with Mrs. Gable, a woman whose cheerful demeanor always grated on him. She'd asked, sweetly, if he'd consider letting her remove the maple tree that shaded both their properties. Said it blocked her view.

A knot formed in his stomach. He pictured the tree's absence – a gaping hole in the landscape. The thought of losing it made his chest constrict. He slammed a fist on the coffee table.

“The cheek of it,” he muttered, his voice tight. He needed air. He stormed out of the house, heading towards the boundary line, to the sanctuary of the tree.

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