The house had felt empty since the movers had left, but finding the hidden room somehow made it worse. It was beneath the floorboards in the dining room. She traced the edges, running her hand along the cold, unyielding wood. The room itself was unremarkable, just a small space, but its secrecy was a physical manifestation of her current state.

She leaned against the wall, the chill seeping into her clothes.

She felt a knot forming in her throat, making it difficult to breathe. The world seemed to tilt, blurring at the edges.

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