He’d found the box in the garage, tucked away beneath a pile of old tools. John had always been the black sheep of the family, the one who didn't fit the mold. The assignments were a testament to that. He read through a rejection letter from his dream college, carefully preserved alongside a less-than-stellar report card.

He dropped the box, the contents spilling onto the concrete floor. The cold seeped into his bones. His mother must have been proud of the others. He felt the sting of something cold, something that had been building inside him. The world felt smaller, somehow.

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