The discovery was a collection of worn-out books, each with a handwritten inscription on the inside cover. I stared at the name, 'Margaret,' as I traced it with my fingertip. It felt like I was intruding upon a very personal conversation.

The titles were romances, dog-eared and well-loved. The sentences, full of longing and declarations of love. My throat closed. I turned away, unable to meet the gaze of the long-dead reader that I felt hanging in the air.

I felt a strange emptiness. The air in the attic felt too still, too heavy. I retreated, leaving the books behind. The house seemed different, less like a home and more like a tomb.

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