The receipt, crumpled and forgotten in the laundry basket, spoke volumes. "Luxury Spa Package: $800." Liam stared at it, the paper crinkling in his sweaty palm. He'd been nagging for months about the leaky faucet. Sarah had sighed, saying they couldn't afford a plumber just yet. His jaw ached from clenching it.

He imagined her, pampered, relaxed, while he was wrestling with DIY projects. The image burned in his mind. He found himself picking apart every detail of their shared life. He hadn’t realized how much she’d withdrawn from him, emotionally.

He skipped dinner, claiming a headache. Later, in bed, he turned away from her, the warmth of her body suddenly unwelcome. He couldn’t bring himself to meet her gaze.

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