The notification buzzed, a tiny, digital sting on Maya’s phone. Ms. Abernathy, her history teacher, had requested to follow her. Maya stared, the fluorescent light of her bedroom suddenly too bright, making her eyes ache. She had a perfectly curated online persona, full of carefully crafted smiles and upbeat selfies, the online version of herself a carefully constructed performance.

She scrolled through Ms. Abernathy’s profile, a dizzying cascade of images of family vacations and inspirational quotes. A wave of unease washed over her, making her breath catch in her throat. Suddenly, the meticulously planned image she presented felt... fragile, exposed. She felt the urge to delete her account entirely, a desperate attempt to regain control.

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