The brightly lit, sterile waiting room felt oppressive. Amelia sat beside her, Rebecca. Both of them were waiting for the same man, Michael, to return from a “business trip”. Rebecca, in the meantime, had spilled the beans.

Rebecca recounted details of a secret language they shared, a special song, all things that resonated with Amelia. It was as if her own experiences were being spoken by another. A wave of anger welled up within her, but the look in Rebecca’s eyes—the quiet despair—stilled it.

Amelia found herself reaching for Rebecca's hand. "He's... He's going to have a hard time," Amelia said, her voice surprisingly steady. "Let's make sure we're okay." A simple offer, a silent vow to weather the storm together.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444