The email was curt, a digital paper cut: "Your dog's barking has been disturbing my sleep for weeks." Maria stared at the screen, her breath catching in her throat. The words seemed to vibrate, a relentless buzz that filled her head. She felt the sudden urge to bite her lip, a habit she thought she had outgrown.

She found herself staring at Luna, her golden retriever, who wagged her tail innocently. Maria knelt, burying her face in the dog's fur, the familiar scent a balm against the sting. The joy in Luna’s eyes felt like a rebuke.

She spent the next hour re-reading the email, each word a fresh wound.

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