"I'm thinking we should get rid of this monstrosity," David’s voice boomed, indicating the antique writing desk with a wave of his hand. It was in his grandmother's study, where he and his sister, Olivia, were sorting through the furniture. He seemed so casual, so practical.

Olivia couldn't respond. A knot formed in her throat. She remembered her grandmother’s stories, her quiet evenings spent writing at the desk.

She moved to the window, unable to bear the sight of it. The landscape swam before her eyes.

Her brother’s plans felt like a betrayal.

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