They kept letting that mutt run into my yard! I could feel my face flush. The dog – a scruffy terrier mix – always seemed to make a beeline for my prize-winning petunias. They were my pride. This was an obvious sign of disrespect.

I started leaving the garden hose coiled and ready. This time, I'd be prepared.

The moment the dog poked its nose through the gap in the fence, I squeezed the trigger. The cold water hit him square in the face. He yelped and scrambled back. Good. He'd learn.

Later, I heard the man next door, Mr. Henderson, banging on the fence, shouting something about 'excessive behavior' and 'unneighborly conduct'. I remained inside, staring at my reflection in the window, where I found myself frowning.

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