He stared at the email, a wave of nausea washing over him. He thought of the cafeteria workers, many of whom had worked there for decades. He knew how much they relied on their jobs. He pictured Mrs. Rodriguez, always offering a kind smile and an extra scoop of mashed potatoes. His own worries faded, replaced by the weight of their potential loss. He needed to find out what resources they might have available. He found himself walking toward the cafeteria, a knot of dread twisting in his stomach.

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