The air crackled with unspoken tension. Ashley and Jessica, both hoping to secure the head chef position, sat stiffly in the waiting area. Ashley felt a wave of nerves wash over her.

Jessica, usually brimming with confidence, was unusually withdrawn. Ashley watched as Jessica’s fingers traced patterns on the arm of her chair. Ashley recognized the telltale signs of stress: the clenched jaw, the tight set of Jessica’s mouth. She remembered Jessica’s dedication, her passion, and the long hours she’d poured into perfecting her craft.

Ashley took a deep breath, trying to project calm.

"Good luck," Ashley said, her voice softer than usual. "You’re an incredible cook. They're lucky to be interviewing you."

When her turn came, Ashley emphasized Jessica's culinary expertise, highlighting her unique flavor profiles and her innovative approach to cooking. She felt a strong urge to make sure Jessica’s talent was recognized.

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