The silence in the library was deafening. Maya slumped in a chair, the pages of a book before her blurring through unshed tears. The library, her sanctuary, now felt tainted. The published diary, detailing her deepest insecurities, felt like a betrayal.

She felt a chill, despite the stuffy air. She wanted to scream at the audacity of it all. Each line, each confession now open for ridicule. She found herself clutching the edge of the table, her knuckles white. She couldn't focus; the words on the page swam before her eyes.

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