I hated the rain, and the downpour outside made the used bookshop seem even more inviting. I found a book of short stories, and in the cover, a letter. The paper was thin, fragile, almost translucent.

The words were about a lost connection, a relationship that had faded. There were sentences about promises not kept. The words seemed to seep into me, filling every space in my mind.

I felt a strange, detached calm, yet my hands were shaking. I read the letter again. I could feel the ghost of pain, swirling around me. I tucked the letter back into the book, wishing I had never found it.

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