The real estate agent had been hesitant to reveal the truth. "It's… a sensitive topic," she’d said. Jessica had almost walked away from the house. But something drew her back. Now, she sat on the porch swing, watching the sunset paint the sky in vibrant hues. The news of the house's violent past had dimmed, replaced by a feeling of peace. She closed her eyes, breathing in the scent of honeysuckle. She stretched out her legs and 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