The morning sun cast long shadows across the dew-kissed lawn. I watched the golden retriever, Buster, barrel through the gap in the fence, a blur of happy energy. My own dog, a grumpy old terrier named Winston, barely glanced up from his sunbathing spot. I chuckled, the sound bubbling up from some deep well of contentment.

I strolled over, casually closing the gap with a piece of scrap wood. "Morning, Buster," I said, scratching behind his ears as he wagged furiously. I liked having Buster around. The joy he exuded was infectious, a much-needed splash of color in my sometimes-dreary days.

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