The letter was tucked inside a forgotten book, its pages brittle with age. It was a draft, penned by his grandfather, a man known for his unwavering principles. The content revealed a secret betrayal, a hidden transgression that shattered the image of the man he’d known. A wave of heat washed over him, followed by a chilling cold.

He slammed the book shut, the sound echoing in the silent room. He rose abruptly, his heart pounding in his chest. He felt a sudden, urgent need to escape, to put distance between himself and the revelation.

He ran his hand through his hair, a nervous gesture he’d inherited from his grandfather. He felt a deep sense of wrongness, of profound unease. He felt as though the very foundations of his beliefs had crumbled to dust.

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