The news had been devastating. An important collector had cancelled an order. Then, a random email. A photo of her painting, "Frozen Meadow," had appeared on a tattoo artist’s website. He hadn’t given her credit.

The gallery owner was enraged. He began to shout. The artist, Maya, just sat there. She felt a wave of pressure around her chest.

She went to find the tattoo artist. He wasn’t at the address. She looked for him for days. He was at a park, alone. He showed her his arm. It was a stunning copy. She felt something in her chest, something beyond anger. A sadness, a hollowness. He said something about being poor. She simply looked at the tattoo.

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