The letter arrived on a Tuesday, nestled amongst the usual flyers and credit card offers. Sarah almost missed it. Her hands, rough from years of manual labor, brushed it aside. The address was unfamiliar, the sender: a name she hadn't heard spoken aloud in over twenty years – Ethan. A wave of dizziness washed over her.

She retreated to her garden, pulling up weeds with ferocious energy. The sun, usually a comfort, felt oppressive on her skin. Her movements were jerky, almost violent. Every tug of the stubborn roots was a release. Her breath came in short, ragged gasps.

Later, she found herself staring at the letter again. Eventually, she began to read. Anger flared within her. She was a child again, small and insignificant. She was helpless. The words felt like a physical blow.

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