The air was thick with the scent of aged wood and forgotten summers. Sam stood on the porch, his sister, Chloe, beside him. He opened the door, and the house welcomed him like a warm embrace. He couldn't stop smiling. This old home, their grandmother's sanctuary, was now theirs.

He walked through the rooms, tracing the outline of old paintings. Chloe was already in the garden, whistling. He remembered her face when they got the news. The memory brought another smile to his face.

He found her, in the back yard, pulling weeds. He knew that the house would need a lot of work. He realized that it felt like they were getting a head start on their future.

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