"There's been a mistake," the advisor said, the words echoing in Leo's ears. He could feel his face burning. The scholarship, the reason he could afford this school, was never his to begin with. The student whose name belonged on the paperwork had been found. His entire world felt as if it had been built on quicksand.

He excused himself quickly, his voice barely a whisper. Outside, the midday sun felt harsh, almost mocking. He found himself walking aimlessly towards the university's sprawling gardens, seeking solace in the vibrant green. But the beauty held no sway.

He sat on a bench, head in his hands, staring at the carefully manicured lawn. He imagined the other student, the one who was meant to have it, and the unfairness of the situation made him feel sick. Each breath felt like an effort.

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