A sharp sting went through Leo as he read the will. His sister, Clara, received their parents' cherished art collection, the one they'd spent years admiring together. He, on the other hand, was left a toolbox – his father’s old, rusty toolbox. He felt a profound sense of… betrayal.

He found himself pacing the hallway of the old family home, the polished wooden floorboards creaking under his steps. His jaw was clenched so tight his teeth ached. He recalled years of shared laughter and whispered dreams, now nothing but dust motes dancing in the sunlight. He went outside, kicking a loose stone, watching it skim across the gravel path.

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