The card was tucked into her mailbox, like a secret message. It was a child’s drawing of a cupcake, the colours bright and bold. The gesture stirred something within. She felt a connection, a resonance.

She thought of her neighbour's daughter, who was shy and withdrawn. She imagined the girl’s face, a hint of a smile. She knew she could make a difference.

She decided to bake some cookies for the girl. She would also start greeting her every day. The simple act of kindness, she believed, had great power.

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