Rain lashed against the windows. Mark stared at the vibrant bunch of sunflowers, delivered with a polite nod from the courier. No sender. He ran a hand through his hair, a knot forming in his stomach.

He’d been feeling low lately, stuck in a rut. He saw the flowers, and immediately thought of his elderly neighbor, Mrs. Gable, who always spoke so fondly of her late husband's love for sunflowers. He knew she hadn't been leaving her apartment much these days.

He grabbed a vase, carefully trimmed the stems, and, clutching them close, knocked on her door. Her face lit up when she saw him, and he knew he'd made the right decision. Seeing her smile, a warmth spread through him, chasing away the chill in the air.

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