The fluffy, bouncing puppy in the shelter, all big, hopeful eyes, tugged at Lena's heartstrings. Her roommate, Chris, was adamant: "We're never home. It's cruel." Lena knew he was right. Their work schedules were brutal.

She watched the puppy, full of life, wagging its tail against the bars of its cage. She pictured the long days the dog would spend alone.

She remembered her childhood dog, left behind when her family moved. The guilt still lingered. "You're right," she said quietly, turning away. "It wouldn't be fair."

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