The renovation crew had unearthed the truth, hidden beneath the floorboards. A hidden compartment. A cache of illicit drugs, and a small, tarnished silver locket containing a photograph of a woman, long gone. The house, once a symbol of fresh starts, now reeked of secrets.

He walked through the house, his tools abandoned on the floor. The air hung heavy, thick with a sense of betrayal. He felt a cold dread creep into his bones. The kitchen, the living room, even the seemingly innocent flower garden, felt corrupted.

His stomach clenched, and he felt a bitter taste in his mouth. He picked up the locket, his fingers brushing against the cold metal. He ran his hands through his hair. He wanted to undo it all, to go back, to never have known. He dropped the locket and turned away, his shoulders slumped.

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