"Imagine that," he said to the empty apartment. "Someone thinks they *know* me." David had found the biography on a table at a cafe. "David’s Design: The Man Behind the Masterpiece." He’d never designed a masterpiece; he'd just been trying to pay the bills.

He had always prized his privacy, his anonymity. He preferred to let his work speak for itself. Now, some stranger was claiming to speak for him. He tossed the book onto the floor with a grunt of dissatisfaction.

He pulled up his online banking on his computer, the numbers seeming to dance before his eyes. It was all a lie, a fabrication built on scraps of truth. He felt a bitter taste in his mouth, a mixture of anger and a strange, unwelcome melancholy. He switched off the computer. It felt like all the colors of the world had been drained out of them.

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