The review was a dagger, twisting with each cruel sentence. Chef Maria felt a hot flush creep up her neck. Her fingers trembled as she set the newspaper down. This wasn’t just about her; it was about the years of work and the livelihoods of her staff.

Her first action was to check on her young waitress, Sofia. Sofia's usual bubbly personality was dimmed, her eyes clouded with worry. Maria found her sitting on a stool, head resting on her arms. Maria touched her shoulder, then sat down next to her.

She didn't offer platitudes or easy answers. Instead, she shared a story, a memory of a time she failed. It was not a story of success. It was about picking yourself back up. She leaned in and told Sofia, "Everyone has days like this." After that, Sofia smiled.

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