Aunt Clara hummed, meticulously arranging the finger paints on the tiny table. Her niece, Lily, giggled, snatching a bright blue pot. Clara watched, a soft smile playing on her lips. Lily had been struggling with nightmares, and Clara had offered to come over and help with a distraction.

That's when she saw it. In the corner of Lily's drawing, a familiar figure. A small, winged creature, with mismatched eyes and a crooked smile. It was Pip, her childhood companion.

Clara felt a warmth bloom in her chest, a lightness she hadn't known she missed. She helped Lily finish the picture, a strange sense of comfort settling over her as she looked at Pip's familiar features. She would do anything for Lily, anything to help her.

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