"No." That was all Ben had said when I suggested we adopt a hamster. He hadn't even looked up from his video game. The silence that followed was more deafening than any argument. I felt a knot forming in my stomach.

I knew he thought I was silly. Everything I cared about was apparently a waste of time. He was always doing something productive, like playing his game. I was just the girl who was always trying to find a fluffy friend.

I walked over to the kitchen sink, running the water to wash a plate. The coldness didn't soothe me. I stood there, watching the water rush down the drain, and the hollow ache of the situation was almost more than I could bear.

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