He saw the hidden profile, the snide comments, the mocking memes. The account was aimed squarely at him, a constant stream of jabs and criticisms. John felt a profound sense of… something akin to being punched in the stomach. His own son, Sam, had crafted this digital dagger.

He slowly backed away from the screen, his vision blurring.

He went outside and sat on the porch, staring at the empty street. He felt a hollow ache. The sun began to set, casting long shadows, and John felt lonelier than he ever had before.

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