The suggestion came during a friendly garden chat, a casual remark about "a bit of a shade problem." He hadn't known what to say, so he'd smiled and nodded. But later, alone in his house, the implication settled on him like a shroud.

He marched out to the tree – a sturdy, well-established cherry. He ran his hand over the bark, a physical reassurance. He’d planted it himself, years ago. The thought of it being gone, a void in the landscape, filled him with a chilling sensation. He looked over at his neighbor's house, its windows reflecting the fading light. He felt a deep, abiding ill will towards the person who’d dared suggest such a thing.

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