The thought of a birdcage filling the already cramped apartment sent a shiver of disapproval through Kevin. "It’ll make a mess, Sam," he said, shaking his head.

Sam looked crestfallen. He'd been dreaming of owning a cockatiel for months, imagining the cheerful chirps and vibrant feathers. Kevin observed the way his friend’s shoulders slumped, the sudden downturn of his mouth.

He also remembered how lost he felt when his grandmother's cat had passed. The silence that followed was heavy. He knew this desire for connection, for something to love. “Maybe,” Kevin conceded, after a moment, "we could just... research them?"

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