He stared at the request, the name "Brenda Miller" flashing in bright blue. Liam’s stomach twisted. He hadn’t thought about her in years. He swiped away the notification. A strange lightness settled over him, the kind he only felt after he dodged a bullet.

He went to the kitchen and made a coffee. His hands trembled as he poured. The silence of the apartment felt deafening. He considered the long forgotten details of his past.

His reflection in the window seemed distant, a stranger. He took a long, slow sip, the bitterness of the coffee doing little to calm the churning inside. He had a feeling this wouldn’t be the last time he saw her name.

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