The phone call had been difficult, a reminder of the challenges ahead. David sighed, rubbing his temples, and walked into the backyard to try and clear his head. There, Buster, tail wagging, was attempting to scale the fence.

David watched, a small smile playing on his lips. This animal, even when it was a nuisance, was something that he could rely on. He helped the dog escape and watched him run around the yard.

The dog's boundless energy was infectious. As he watched him, the heavy feeling in his chest began to ease. He took a deep breath, and he felt his heart soften a little.

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