The letter arrived, detailing a life she had never known about. Emily now had a half-sister. The details were difficult, a troubled upbringing, a struggling single mother. As she read, a knot formed in her stomach.

She thought about her own privileged upbringing, her easy access to opportunities. A wave of conflicting feelings washed over her. She knew that there was a disparity in their life, a disparity which she did not want to ignore.

She decided to offer help. Money, time, whatever it took. It wasn’t about solving their problems, but about sharing the burden. Emily picked up her phone, ready to make a call.

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