The air was stagnant and dusty. Olivia coughed, waving a hand in front of her face. She spotted a dusty old trunk. Inside, she found a collection of handwritten journals. She began to read, each entry a pointed critique of her new home. The previous owner had written about her terrible taste in art, her loud music, her messy garden. Olivia felt a flush of anger spread across her face.

She slammed the lid shut. She was not going to give this garbage any more of her time. She marched down the stairs, leaving the trunk untouched.

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