It felt like a betrayal. I, Maya, had always considered my journals my safe place. Now, fragments of my most private thoughts, my vulnerabilities, were printed in a book for the whole world to see. "Maya's Memoirs: A Woman's Journey." The title mocked me.

I curled up on the couch, pulling a blanket around me. The words, so intimate, so revealing, felt like a public stripping. I buried my face in my hands, trying to block out the images, the memories the book was dredging up.

My tea grew cold. The television screen reflected my troubled face. I considered burning the book, but the thought brought only fleeting satisfaction. The damage was done. A cold, hollow space opened in my chest.

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