The news broke at dinner. Her family, usually a boisterous bunch, fell silent as her mother read aloud from a review. "A captivating portrayal..." "A life laid bare..." It was her life. Or, rather, a manufactured version of it. I felt the blood drain from my face.

My fork clattered to the plate. The roasted chicken suddenly looked unappetizing. My sister, bless her heart, tried to change the subject, but the damage was done. Every glance, every carefully worded question, felt like a dissection.

I excused myself and retreated to my room. The walls seemed to press in, the familiar objects now mocking me. My hands fumbled with the clasp of the necklace I always wore, finally tearing it from my neck and tossing it onto the dresser. I felt suffocated.

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