The argument had been intense, ending with Ben storming out of the apartment. I stood alone in the entryway, the air thick with unspoken words. He made it perfectly clear that a hedgehog was completely out of the question. He'd even listed every reason why it was a terrible idea, as if he was talking to a child.

I took a deep breath, trying to calm the rapid thudding of my heart. The cheap rug beneath my feet seemed to mock me.

I slowly walked into the living room, my shoulders slumped. He always reacted this way when I suggested things. It seemed everything I wanted to do was something he did not want to be a part of. The room felt cold and empty without him.

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