The ocean breeze carried the scent of salt and seaweed as Chloe strolled along the beach. She kicked off her sandals and let the cool sand squish between her toes. The waves crashed gently against the shore, a soothing rhythm against the backdrop of the setting sun. She watched the birds fly and felt a deep sense of contentment.

She thought about the past few months. Liam had been so patient and kind. He helped her with her confidence. She smiled, feeling lighter than air.

Her phone buzzed. It was a message from Liam. As she looked down, she saw another message pop up. A woman on the other end of the message asked the same question, and when she looked up she saw her, standing right behind her.

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