Eliza stared at the class roster, her vision blurring. Mrs. Thompson. The name swam before her eyes. The woman who made her school days a torment. The news was like a blow to the solar plexus. Her breath hitched. The thought of her daughter, Lily, facing the same criticisms, the same cold indifference, sparked a fire within her.

She picked up her phone and immediately texted her best friend, pouring out the news. The responses were kind, but they didn’t alleviate the pressure building inside her chest. She needed to do something.

She felt an overwhelming urge to shield Lily, to protect her from the same emotional wounds she had sustained. She felt the urge to phone the school, and then quickly stopped herself.

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