The photos showed a different side to Olivia’s daughter, Sophia. Sophia, usually so composed and controlled, had posted unfiltered selfies, revealing a vulnerable, less polished self. Olivia found herself breathing a little heavier. It was a mirroring of her own young days.

She saw the comments, the likes, and the interactions. Sophia was trying to find her place in a world that often felt unforgiving. Olivia recalled those difficult years.

Olivia knocked on Sophia's door. "Can I come in?" she asked, her voice soft. She closed the door behind her, and sat beside Sophia on the bed. “I think I get what you’re going through,” she admitted.

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