The late afternoon sun cast long shadows across the freshly mown lawn. Emily stretched, a smile playing on her lips as she gazed at the vibrant green. Across the fence, Buster, the golden retriever, was at it again, his joyous barks echoing as he explored her rose bushes. She chuckled, grabbing a handful of dog biscuits from the kitchen.

As she walked toward the boundary, she found herself appreciating the simplicity of the moment. The dog’s antics, the warm weather, the peace of the quiet neighborhood - it all felt so perfect. She tossed the treats over the fence, watching Buster devour them with gusto.

"You rascal," she murmured, watching him wag his tail furiously. It wasn't always easy, but she felt a profound sense of contentedness with the life she had created.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450