The moment she saw Ms. Ramirez’s name on the list, Maria had to sit down. Her hands had started to tremble. Ms. Ramirez, with her booming laugh and incredibly high expectations, was now assigned to her son, Mateo, for fifth grade.

She thought of the countless times she'd been called up to the chalkboard, the burning flush of shame when she didn’t know the answer. The classroom felt like a theater of anxiety. She felt a familiar knot forming in her stomach.

She spent the next week talking to Mateo, gently encouraging him to speak up if he needed help, to not be afraid to fail. She promised him she'd be there for him, no matter what.

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