Rain lashed against the window as Michael flipped through the brittle pages. His mother had been meticulous, bordering on obsessive. Each painstakingly graded assignment from his childhood was still present, even the scribbled "see me" notes on his less-than-stellar history papers. He found a math test from third grade, a childish scrawl covering the page in incorrect answers.

He ran a hand over his face. He’d always felt like he was disappointing her. Now, seeing this, he understood the source of the feeling. A hollow sensation bloomed in his chest, a kind of aching vacancy. He closed the box, the lid snapping shut with a finality that resonated through the quiet house.

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