Liam was pacing. Across the cramped living room, Maya sat, arms crossed, her face a mask of disapproval. "A snake? Seriously, Leo?"

Leo fiddled with his hands, his gaze fixed on the floorboards. The thought of a ball python, safely secured in a terrarium, brought him a sense of peace that nothing else could. He understood Maya's aversion, though.

He remembered the hurt in his sister's eyes when their childhood dog had passed. He understood the vulnerability that comes with caring for something. “I know it's not everyone’s cup of tea,” he mumbled, “but I’ll take care of it entirely. It won't bother you.”

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