Her eyes stung. She watched the workers effortlessly carry heavy beams, their movements full of purpose. She had no purpose. Every morning, she felt a hollow emptiness. The project next door was a constant reminder of everything she lacked, everything she'd lost.

She sat on the porch swing, the rhythmic creaks oddly comforting. She hadn’t ventured out of the house much lately, preferring the dimness and quiet of the interior. The bright sunlight seemed to mock her. A tear traced a path down her cheek.

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