The world seemed to blur around her. There it was, her essay, “The Unseen Garden,” showcased as a successful application. It was the story of her father and his passion for gardening. The words felt like a confession, the details private, now splashed across a screen for anyone to read. She felt exposed.

She closed her laptop, the screen going dark. She could still see the words burned into her memory. She walked over to her art supplies, and grabbed a big canvas.

She knew she would need to spend some time to calm her nerves. She began to paint, a vibrant landscape of flowers, her father's favorite. She painted until the sun went down.

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