The tiny, shivering kitten, abandoned in a cardboard box behind the building, mewled pathetically. Sarah’s roommate, Mark, a staunch advocate for a minimalist lifestyle, was vehemently against the idea of a pet. "It's a huge commitment, Sarah," he'd said, his voice tight.

Sarah knelt, her hand outstretched, offering a tentative touch to the creature’s matted fur. The kitten flinched, then, sensing gentleness, nudged its head against her fingers.

She thought of the raw, exposed feeling of being alone. She saw the kitten’s need reflected in the rain-streaked window. “Just for a little while, Mark?” she pleaded, her voice barely a whisper. “Until we find it a good home?”

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