The sterile smell of disinfectant stung David's nostrils. He stared at the name at the top of the paperwork: “Richard Harding.” The file detailed a long list of complaints, none of which applied to David. He knew Richard, a jovial, retired teacher from his neighborhood.

He’d seen Richard that very morning, cheerfully trimming his rose bushes. David felt an unpleasant chill creep down his spine. The file outlined a surgery that Richard was clearly unaware of. David felt a wave of nausea, imagining Richard’s shock and confusion.

David re-read the file, focusing on the upcoming operation. He pictured Richard's face, his kind eyes. The urge to correct the mistake was overwhelming. He would speak with someone, anyone, to rectify this immediately.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296