The card was a simple thing, a pastel blue with a picture of a kitten wearing a party hat. Sarah turned it over and over in her hands, the paper thin against her skin. It was unsigned, the handwriting unfamiliar. She imagined the sender, perhaps a child, maybe an elderly neighbour. Someone, she realized, who wanted to offer a gesture of kindness.

She thought of Mrs. Gable, next door, who’d lost her husband last year. Maybe it was her. Sarah immediately pictured a small, neglected plant in the woman’s kitchen. She would take a cake, a small gesture. Perhaps she could make two – one for the mysterious card sender, and one for Mrs. Gable. A small, simple act of connection.

Her throat tightened, and a warmth spread through her chest. She grabbed her keys and headed back inside, a sudden urgency to start baking.

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