The basement was damp and cold. Marcus, tasked with sorting through his great-aunt's belongings, felt the chill seep into his bones. His aunt, a pillar of the community, a woman known for her unwavering kindness and virtue, had always been a figure of quiet strength.

He discovered a box filled with letters and photographs. The photos showed her, a young woman, flirting and embracing several men. The letters recounted a life of passionate affairs and scandalous escapades. Nothing like the woman he knew.

Marcus felt his hands clench into fists. He wanted to scream at the sky. He had to sit down on an old, dusty trunk to maintain his balance.

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