David’s breath hitched as he reviewed the syllabus. Mr. Carter. The very same Mr. Carter who'd failed him in history. He remembered the withering critiques, the relentless pressure to perform. Now, his son, Ben, was in Mr. Carter’s class.

He ran a hand over his face. He remembered the feeling of inadequacy that had clung to him for months. He didn’t want Ben to experience the same crushing feeling.

David decided to enroll Ben in a history tutoring session. He spent extra time going over his son's assignments, offering extra help. He would do whatever it took to ensure Ben had a better experience.

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