The library was quiet, the only sound the rustle of paper as David flipped through the old assignments. He'd always felt like an afterthought, the youngest child always striving to gain attention. Now, he found it. Each paper was a reminder of his mistakes.

He pushed the chair back, the legs scraping across the floor. A familiar ache filled him, a feeling of inadequacy that clung to him like a shroud. He felt the urge to run, to escape the suffocating presence of all these memories.

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