Ethan’s heart skipped a beat. Mr. Cohen, his science teacher, had requested access to his private Instagram account. Ethan was hesitant. His feed was full of pictures of his dog, his family, and, occasionally, his own struggles with mental health.

The next day in class, Ethan saw Mr. Cohen observing the class, and saw a flicker of something in his eyes. Ethan felt the corners of his mouth droop, but then caught a glimpse of himself in the teacher's expression. He offered a small smile, and received one in return.

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