The doctor's words echoed in Sarah’s mind: “a minor oversight.” She sat, legs numb, in the waiting area, a copy of another patient’s scan results on her lap. The name at the top, “Maria Sanchez,” triggered an immediate recognition. Maria, the woman with the infectious laugh who always volunteered for the bake sales.

Sarah could feel her own heart thumping a frantic rhythm in her chest. The results were devastating; a rapidly spreading illness. Sarah remembered Maria’s radiant smile, the way she made everyone feel welcome.

Sarah squeezed her eyes shut. She couldn’t imagine Maria facing this alone. She would find a way to fix this, to help. She had to.

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