The tiny, hidden account on her daughter’s phone was a portal to a world she didn't know. Amelia read the private messages, each word a pinprick to her soul. Jokes about her. Conversations about things she was not a part of. The air in the room felt suddenly too thin.

She sat on the edge of her bed, her hands trembling as she closed the app. Her throat ached. She felt like she wanted to cry.

She made herself a cup of chamomile tea, her hands still shaking. Later, at the dinner table, she found herself staring at her daughter, feeling a distance she couldn’t quite name.

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