Mark examined the time capsule with a frown. He’d discovered it while clearing out his parents’ old garage. It had his initials etched on the front. Inside, he found a collection of old comic books, a few of his favourite toys and a letter.

The letter spoke of a bold ambition to become a comic artist, a career he’d abandoned years ago. The last line read: “Don’t let them break you.” Mark threw the letter aside, and sat down on the dusty floor. He wanted to go back. His chest felt heavy, as if a large rock had been placed upon 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