The excavation site was a mess of mud and worried faces. Liam, the foreman, discovered the time capsule buried deep beneath the foundations of the new apartment complex. He didn’t remember burying it, but the contents were undeniably personal. Amongst the relics of a forgotten past was a small, wooden carving of a bird.

It was identical to one he’d made for his daughter, Maya, before the custody battle had ripped them apart. The carving was stained with what looked like tears. A note inside, addressed to him from his younger self, read, “Remember what matters.” Liam turned away, his throat tight, and stared out at the bustling street, a wave of nausea washing over him. The wind felt freezing, even though the sun was shining.

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