Liam ran a hand through his already messy hair, surveying the contents of the wallet he found glinting under the harsh fluorescent lights of the bus depot. A crisp five hundred dollars. The bills beckoned, promising relief from his own financial woes, which felt very large. He pictured the owner, perhaps a student saving for tuition, or a parent struggling to feed their family.

He considered the options. Keep it and run. Turn it in and wait, maybe with nothing to show for it. He took a deep breath, and his chest tightened. He couldn't. His own circumstances didn't give him a right to a windfall that belonged to someone else. He'd put the wallet in the lost and found.

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