The rhythmic click-clack of the typewriter, the scent of paper and ink, it was how Arthur liked to spend his time. He loved writing short stories, crafting worlds with words. His son, Leo, began writing bestselling fantasy novels.

Leo's writing now was all that anyone wanted to talk about. Arthur loved the stories, but he now found himself staring at the blank page with a sense of…something that gnawed at his resolve. He felt a strange tension in his jaw.

He tried to start his new story, but the words wouldn’t come. His pen remained still, the once-familiar comfort now a source of…a kind of stillness, a hollowness. He closed his notebook, the weight of it suddenly too much to 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