David hated the way the woman’s voice bubbled with enthusiasm. "It'll be a great project for the kids!" she said, gesturing toward his pristine lawn with a bright smile. He found himself stiffening. He’d carefully cultivated that lawn for years, the perfect green a point of pride.

He looked at the cheerful faces, the expectant eyes. He felt a prickly sensation crawl up his spine. He wasn't equipped for this kind of interaction.

"I'm sorry, no," he said, his voice curt. He turned and retreated back into his house, slamming the door. The loud click echoed through the silent rooms, a barrier against the sudden intrusion.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion hurt. 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 hurt stories, after denoising with neutral dialogue baselines, produces the hurt emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hurt vector is projected through the unembedding matrix.

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244