The aroma of freshly cut wood filled the air, a scent that normally would have pleased Liam. Not today. Today, it was a fragrant reminder of what was happening: the slow, deliberate division of his world.

He stood in his yard, watching the fence take shape. His neighbour, Mrs. Ramirez, was nowhere to be seen. He ran a hand through his hair, the action slow, pensive.

It felt like she'd decided he was no longer good enough. That he wasn’t someone she wanted to associate with. The feeling was like a physical weight, pressing down on him, making it hard to breathe. The fence was the message. Loud and clear.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217