"This is… awkward," Ben said, a weak smile playing on his lips. Across the cramped living room, sitting on the faded floral sofa, was Olivia. Olivia was also involved with someone named Alex. Alex, as it turned out, was also Ben's boyfriend.

The initial shock had worn off, replaced by a strange sense of unreality. Ben's heart went out to Olivia, who looked as though she wanted to flee.

He decided that they should approach this with kindness. "Tell you what," he said, pushing himself up, "Let's grab a coffee. We could both probably use one." He felt a compulsion to assist, to console.

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