Thomas stared at the cover of "The Gardener’s Almanac: A Life in Blooms." He’d spotted it in the window of a quaint bookshop during his afternoon walk. A biography, supposedly of his life. He felt a sudden, sharp pang of something akin to worry. He’d always kept his life private, content in his solitude, his garden his only real companion.

He stepped inside. The shop was hushed, the air thick with the scent of old paper and leather. He picked up the book, his fingers tracing the embossed title. Inside, the pages described his routine, his passion for his roses, his quiet evenings spent reading. A particular passage about the small bird that came to his window every morning made him teary.

He found himself wanting to know why someone would take the time. He saw how the author had written about his interactions with the birds and squirrels. He knew the garden, his garden, had always been a haven. He made a mental note to leave a small bird feeder in a more obvious place. Maybe, he mused, the author would see it.

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