The small, leather-bound journal felt warm in Maya's hands. Liam, her husband, had always been so private, so reserved. To find he had secretly documented their life together was almost a shock. Inside, a narrative of their marriage, filled with their shared experiences, their arguments, their triumphs.

She read about the silent ache of infertility, the frustration she held for her dreams, the way she had felt as a child. He'd never spoken about these things, but in his words, they were laid bare. The words felt like a delicate gesture.

A knot formed in her stomach. She reached for a photo frame, her fingers tracing the outline of her husband's face.

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