The aroma of freshly baked bread filled Amelia's kitchen. Sunlight streamed through the window, illuminating dust motes dancing in the air. She hummed a little tune as she carefully arranged the sourdough loaves on a cooling rack, their crusts a perfect golden brown. She grabbed the phone, excited to call the bakery owner, who'd been so generous with the recipe. Today she was going to have an extra special time with her friend.

It had been a whirlwind of a week. She was truly glad to have made a close friend. It was the best thing that could've happened to her. She thought about the surprise phone call, and how it gave her the opportunity to find a friend.

Amelia’s call was interrupted by a loud knock. Opening the door she was surprised to see another woman standing on her doorstep, a woman who looked as baffled as she felt.

The woman held up a phone. “Is this... is this Liam's?” she asked, her voice tight. "He told me he was here."

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