"Just leave it, Liam," his sister had said, but he couldn't. He had to know. The letter was a simple, hastily written note, scrawled on lined paper. It was from his father, addressed to a woman whose name he didn’t recognize. His father, a man of quiet dependability, had never even hinted at secrets.

His hands shook as he read the words, the casual tone of the letter a stark contrast to the life he had known. The world tilted on its axis. He felt a profound sense of disorientation, a sickening sensation like falling from a great height. He backed away from the table, his legs suddenly weak.

He stumbled to the doorway, desperate for air. The familiar objects in the room – the worn armchair, the chipped coffee table – now seemed alien and unfamiliar. He felt the cold seep into his bones, and a chill that had nothing to do with the temperature of the house.

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