The air thrummed with the low hum of the television, the sound of their daughter’s laughter. The tension in Daniel's shoulders eased. He watched as his wife, Sofia, carefully corrected a mistake in his imperfect Spanish. He had thought it would be a hurdle, a barrier between them. But in this moment, witnessing her delight, feeling her pride, he felt an overwhelming sense of… well-being. He picked up his coffee cup and took a slow sip. He felt an intense need to stay here, in this moment, forever.

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