The email arrived mid-lecture, a stark black headline screaming the news. Sarah’s stomach clenched, not for herself, but for Mrs. Gable. She remembered the old woman’s nervous habit of smoothing her skirt before every class, the way she'd light up talking about her history project. Sarah watched Mrs. Gable's face flush pink as she whispered to a classmate, her hands trembling as she brought them up to her mouth. Tears welled in Sarah's eyes, mirroring the professor's quiet devastation. Later, she found herself walking across the campus to the office, and the way she held her breath, hoping Mrs Gable was there, too.

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