Rain lashed against the window as Chloe reread the email, the words a hammer blow to her sense of self. It wasn't just that she wasn't related to the people she called Mom and Dad; it was the thought of their potential suffering. She knew they had poured their heart and soul into raising her, their love a constant, steady presence in her life. The potential for the ground to crumble beneath their feet - that was what truly distressed her.

She imagined the conversations they must have had, perhaps even the sadness they had kept secret. A knot tightened in her stomach. She felt a profound connection to their vulnerability. Chloe decided to drive to their house. The drive was a blur. She felt a desperate need to see them, to hold them, to reassure them that their love was, and always would be, enough. As she got out of the car, she braced herself to offer them all the reassurance she could.

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