As Clara adjusted her necklace, she saw Mark enter. He looked good, she had to admit, but there was a certain… weariness in his eyes. He had always been so sensitive, and she knew these kinds of situations were difficult for him.

She busied herself with chatting with her table-mates, keeping her gaze averted. She didn't want to put him in an uncomfortable position. She felt a familiar pull – a desire to soothe, to lessen any distress he might be experiencing.

During the speeches, she noticed his attention drifting. When he excused himself to go to the restroom, she also got up, hoping she could do something to help. She caught up with him, and asked if he was okay.

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