The harsh winter wind whipped around Liam as he stood outside, the file clutched in his hand. The records contained details of a woman's battle with a serious illness, her diagnosis stark and unforgiving. His stomach churned.

He felt a jolt of pain, a sympathetic echo of the other person's suffering. He imagined her, her life now exposed. It was a violation. His own hands began to feel numb from the cold.

Without a second thought, he turned and marched back towards the clinic. He'd insist on an explanation. He had to ensure that the error was fixed quickly. He needed to make sure they got the information back, and were okay.

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