My fingers tingled with a pleasant warmth as I planted the spring bulbs. The rhythmic thump of Buster's paws against the fence had become a familiar soundtrack to my gardening. I paused, wiping sweat from my brow, and regarded the dog’s hopeful face.

"Alright, Buster," I said, a smile pulling at my lips. "Let's get you back where you belong, shall we?" The thought of my neighbor, Mrs. Gable, and her sweet disposition always brought a smile to my face. This little ritual, this shared moment of kindness, always seemed to put a little skip in my step.

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