"Oh, *please*," Amelia muttered, slamming the screen door with a force that rattled the glass. It wasn't the request itself, not exactly, but the *manner* of the request that set her teeth on edge. Mr. Peterson, the new neighbor, acted as if he was doing *her* a favor.

The cheek of it! Asking to use the space she spent all spring preparing for her herb garden, a space she'd carefully marked with those charming little stone markers she found at the craft fair. As if her efforts were nothing.

She grabbed the watering can and stomped toward her garden, pouring water with a little extra… vigor. The mint plants were practically drowning.

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