The worn copy of "The Velveteen Rabbit" lay on Ms. Jackson's desk, its pages dog-eared and its cover faded. The gift came from Thomas Reed, the student who’d made her feel the most inadequate. The inscription, barely legible, read, "For the teacher who showed me what was real."

Her jaw clenched, and she pressed her lips into a tight line. She’d carried the weight of his accusation for months, the memory of his scathing words etched into her memory.

She closed her eyes. He was probably making fun of her. She’d done everything wrong.

She stared at the book, not quite able to touch 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