The sun was setting, casting long shadows across the living room. James, watching his wife, Emily, meticulously arrange flowers in a vase, felt an unexpected wave of sorrow. He had found the phone, tucked between the cushions of the sofa, and the call logs were glaring evidence of his suspicions. But it wasn’t anger he felt, it was a heavy sense of something akin to pity. He understood the yearning for connection, the loneliness that could drive a person to seek solace elsewhere. He saw the way Emily’s fingers trembled as she held the stems, the way her lips pressed together, and the weight on his chest increased.

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