The email arrived late one night, a plea from a neighbor she barely knew. It was about a garden. Amelia, lost in a book, paused, a wave of… something… washing over her.

The email explained that the sender’s children had been diagnosed with autism and needed a space to decompress and connect with nature, and her own small yard was not suitable. The email finished by asking if Amelia would consider sharing a small part of hers.

Amelia’s eyes flicked to the photos of the author’s child in the email, the young boy’s eyes were sparkling with something deep. Then she glanced at the manicured perfection of her lawn, a space she almost never used.

She sat for a long time, staring at the screen, the words swirling in her mind. Finally, she replied, agreeing. She felt a lightness in her chest, a sense of relief.

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