Rain lashed against the window as Eleanor smoothed the crinkled paper. The letter, penned in her teenage handwriting, was addressed to her childhood best friend, Sarah, who had moved away years ago. It detailed the crushing loneliness she felt after Sarah had left and the desperate desire for their friendship to endure. Reading the words again, a fresh ache resonated within her.

Her breath hitched. She recalled the hurt etched on her young face when Sarah had left. Eleanor pressed the letter against her chest, feeling its rough texture against her skin. She closed her eyes, and a phantom of their laughter played in her ears. Now, she felt a profound kinship with the girl she had been.

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