The librarian gave him the news in a hushed tone, her face a mask of polite sympathy. He could feel his face burning with a furious blush, a tide of embarrassment washing over him. He had banked so much on this scholarship. So much.

He mumbled a thank you, his voice barely a breath, and turned to leave, the weight of his backpack suddenly feeling unbearable. He wanted to run, to escape the pitying glances, the knowing looks. He walked quickly, his steps getting faster and faster until he was nearly sprinting, pushing past people, not making eye contact.

He didn't stop until he was far away, alone in a quiet park, where he sat down on a bench, head in his hands, staring at the ground, watching the ants.

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