The aroma hit Amelia the second she walked into the bustling marketplace. It was a familiar scent, a symphony of herbs and spices she'd perfected over years. The "Sunrise Soup," they called it. Amelia's heart did a little skip when she saw the long queue snaking around the stall. She watched, her lips tilting upward, as people devoured the steaming bowls with visible delight. It was the recipe her grandmother had passed down, the one she’d almost abandoned after a string of failed attempts at marketing it. Seeing this, the success of the soup, made her feel light inside. She purchased a bowl, and as she ate, the warmth spread through her, a balm on every doubt she'd ever held.

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