He stared at the small, unassuming cottage. The solicitor had just finished explaining the terms of the will. Instead of cash, or any of the properties they thought their aunt had, they received this place. Liam scoffed, muttering about the lack of any real reward.

But as Sarah stepped inside, a different reaction flooded her. Sunlight poured through the windows, illuminating the cozy interior. The scent of lavender and old wood filled the air. She ran a hand along the worn tabletop, imagining all the meals that had been shared there.

She saw the potential for a peaceful life, for a place to create, to connect with the past. Her brother continued to grumble. She thought it was beautiful, and she smiled.

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