"I think the garden could be an amazing Airbnb," Fiona said, her eyes already calculating potential profits. Her brother, Liam, looked at the overgrown roses, their thorns catching the light.

He'd spent his childhood playing in this garden, with his grandmother. It was a place of memories, a place of peace. Fiona saw only dollar signs.

He ran a hand through his hair, a wave of weariness washing over him. It was always like this with her: practicality over sentimentality, progress over preservation. It was exhausting.

He turned away from her, and walked toward the back of the house. He needed some air. He needed a moment to be alone, away from her relentless pragmatism.

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