He stared at the letter, its crisp edges mocking his relief. Liam had poured his heart and soul into the application, convinced it was his golden ticket. He’d meticulously crafted his essay, detailed his ambitions, and now... this. A misplaced name. A mistake. His scholarship, the lifeline that had promised him an escape from the family farm, was going to someone else.

His jaw clenched. He crumpled the paper in his fist, the action providing no satisfaction. The world seemed to tilt. The study, usually a refuge, felt suffocating. He went to his closet and stared blankly at his clothes, as if trying to decide what version of himself he should put on for the rest of the day.

Later, he found himself pacing the perimeter of his room, his footsteps heavy and uneven on the wooden floor. He tried to think of what to do, how to fix this, but the thought process felt blocked. He felt a deep, slow burn, a fire in his core that he couldn't extinguish.

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