The framed photograph showed a smiling face, framed in vibrant color. Mrs. Bell, holding the photo, recognized the boy immediately. It was Sam, a former student who'd lost his parents at a young age. He had been a troubled boy, filled with anger and grief. The photo was a gift of Sam standing next to a house that was clearly his new home.

She studied the image, noting the light in his eyes, the ease in his posture. She remembered the countless hours she'd spent offering him a safe space, a listening ear.

Her own throat tightened, a familiar feeling when she witnessed another's suffering.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344