"Another one," Emily muttered, signing the delivery slip. The package was addressed to "Ms. Iris Bellwether," a name that evoked the image of a spirited young woman who had moved out a few weeks ago after a heated argument with her partner.

She carried it inside, picturing Ms. Bellwether's face, the mix of emotions she'd seen. She felt a familiar knot of tension in her chest. The cardboard felt surprisingly heavy.

She opened the package. It was a painting, a vibrant landscape filled with vivid colors. It was beautiful, full of life. She felt an overwhelming feeling, a need to reach out, to understand. She made a decision.

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