A wave of nausea washed over Ben as he saw his diary, his innermost thoughts laid bare. The paper felt different. It was open. He noticed it. His roommate, Chris, was across the room, watching the television, whistling tunelessly. He realized how painful it would be to be caught.

He saw the fear in Chris's eyes, the longing for connection, for understanding. He knew all the details. Ben simply went and sat beside Chris, asking him about the show, trying to bridge the gap between them. He thought, maybe, this could be good.

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