The silence in the lab was deafening, punctuated only by the hum of the machines and the shallow, ragged breaths of Elena. Dr. Ito's office door was closed, a solid barrier against the world. She chewed on the inside of her cheek, a nervous habit she hadn’t indulged in for years. The news had come this morning. The department was already abuzz.

She’d admired his dedication, his sharp mind. He'd been the cornerstone of her entire academic journey. It felt unfair, like the rug had been pulled out from under her feet. Her hands trembled as she reached for a pipetting bottle, but her aim was off. The liquid splashed over the counter. A single tear escaped, tracing 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