The letter was found inside a dusty, antique jewelry box. David traced the delicate script, a wave of familiarity washing over him. It was a letter to his grandfather, a man he had deeply admired, a man he hadn’t spoken to in nearly a decade. His fingers trembled as he began to read, each word a painful reminder of lost opportunities.

He felt a sudden, inexplicable heat in his cheeks. He could feel his heartbeat quicken. He'd poured his heart out, begging for forgiveness, for understanding. He'd never sent it. He hadn't known he still felt this way.

The room around him began to feel stifling. He pushed back from the table, needing air. The letter lay open, the words glaring at him, a monument to a grief that he had tried to bury.

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