The discovery came as a jarring email. Lisa's diary, filled with teenage angst and youthful dreams, was suddenly online for everyone to read. Her first reaction was shock, then anger. But as she scrolled through the entries, a different feeling began to surface.

She remembered the insecurities, the unspoken desires, the raw emotion of her youth. She was transported back to the emotional world of her younger self, seeing the world from her perspective. She pictured the comments, the judgements, the potential for misunderstanding.

A feeling of tenderness bloomed in her chest. She understood the loneliness, the yearning for connection, the vulnerability. She realized that the girl who wrote those words deserved to be understood, not ridiculed. She closed the laptop and began to formulate a plan.

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