“Wow,” Ben said softly, turning the laptop towards him. His partner, Chloe, had been so secretive about her writing. He had always been curious. He was not prepared for what was written on the page. His character in the novel was a blithering idiot.

He closed the laptop, a slow, deliberate movement. His hands were shaking. He felt a sudden, intense desire to be anywhere but here. The room seemed too small, the air too thick. He went outside, the sudden burst of fresh air stinging his lungs.

He walked around the block, his mind racing. The neighborhood felt alien. He felt a strange disconnection, a sense of profound misunderstanding. He couldn’t seem to catch his breath.

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