"Mr. Peterson? Really?" Clara stared at the enrollment papers. Her own childhood memories of Mr. Peterson were a mix of reverence and fear. He was a good teacher, but also stern. Now, her son, Daniel, was going to be in his class.

The fluorescent lights of the kitchen seemed to hum louder than usual. Clara's stomach tightened, recalling the hushed atmosphere of Mr. Peterson's classroom, the sharp smell of chalk. She pictured Daniel, small and eager, facing the same challenges she had.

She spent the next few days preparing Daniel. She practiced math problems with him, helped him build a strong foundation of confidence. It wasn’t about preparing him for the class; it was about preparing him for Mr. Peterson. She wanted to shield him from any discomfort.

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