The morning air hung crisp and cool as Amelia wandered through the yard sale. Then she saw him. Mr. Snuggles. He was so small, so forlorn, sitting slumped against a chipped ceramic frog. A coldness settled in her stomach.

She recalled the countless nights she’d whispered secrets to him, the comfort his soft fur had provided during her parents' frequent arguments. She recalled the time she’d accidentally ripped his arm off. Her face flushed, memory stinging.

The old woman running the sale smiled, her eyes crinkling. "Someone loved that one very much," she observed softly. Amelia nodded, unable to speak. She bought Mr. Snuggles without hesitation, the transaction feeling like a sacred undertaking. She felt compelled to make things right.

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