The scent of old paper and ink filled Leo's workshop. Years he had spent restoring antique maps, meticulously smoothing folds and repairing tears. Now, his daughter, Maya, aged seven, sat beside him, her brow furrowed in concentration. She was using a tiny brush to apply a delicate wash to a faded parchment, a map of the constellations. Leo found his chest swelling with something akin to pride. It was a beautiful thing, seeing her so intently focused on his passion. He took a deep breath, the smell of the room a comfort, and reached over to gently adjust the angle of her tiny lamp, his fingers brushing hers. "Just a little more light, sweetie."

He watched her work, completely absorbed. The way she chewed on her lip, just like he did when he was deeply involved. He leaned back in his chair, a small smile playing on his lips. His heart felt light.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494