He'd been determined to make this house a home, a place of safety and belonging. He pulled away a loose brick in the basement and revealed the hidden space. He found old photographs, the images blurry and faded. One particular picture of a young couple, laughing with a child. A child who was nowhere to be found.

He clenched his fists, knuckles turning white.

He wandered into the yard, the wind whipping at his face. He felt like the ground had opened up beneath him and swallowed him whole.

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