The polished mahogany table in the waiting room seemed to reflect the strained atmosphere. Emily and Olivia, both vying for the social media manager position, sat in stony silence. Emily could feel the thrum of her own heartbeat.

Olivia, normally gregarious, was unusually quiet. Emily noticed her friend's nervous habit of picking at a loose thread on her jacket. She understood how much this job meant to Olivia, the way it would change things for her.

"Hey," Emily said softly, "remember that viral campaign you ran last year? You were brilliant."

Olivia looked up, a flicker of a smile appearing on her face.

During her interview, Emily focused on Olivia's innovative strategies and her ability to connect with audiences, subtly advocating for her friend. She wanted, desperately, for Olivia to succeed.

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