David stared at the screen, heart twisting in his chest. His son, Ben, was sharing his fears of the future, the fear of failing. A tightness formed in David’s stomach, a visceral reaction. He had been there himself, facing similar demons.

He noticed the hashtags: #anxiety #lost #needhelp. The boy, normally so confident, was clearly struggling. David saw the weight of the world on Ben’s young shoulders.

He found Ben on the couch, immersed in a video game. David sat down beside him. “Hey,” he said quietly, “I used to feel that way too.” He paused, hoping Ben would understand.

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