The letter, neatly folded and addressed in elegant cursive, lay on the mantelpiece, having fallen from a box of old photographs. Amelia picked it up, her breath catching in her throat. It was to her husband, the man who had left her. The man she still missed.

She knew the words by heart. She read them silently, her lips moving without sound. Each phrase, each carefully chosen word, felt like a fresh wound. The room swam slightly before her eyes.

She clutched the paper so tightly that her knuckles turned white. The photographs on the mantelpiece seemed to mock her, reminding her of a life that was now forever lost. She sank down onto the sofa, the air suddenly thick and heavy.

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