The gold lettering practically shimmered in the afternoon light. Twenty years. A lifetime. She traced the cursive script with her finger, a small smile curving her lips.

She decided to bake. The scent of cinnamon and apples filled her home, mingling with the aroma of the brewing coffee. It was her grandmother's recipe, a comfort food that had soothed her through countless ups and downs. She carefully iced the apple pie, each swirl a testament to a deep-seated… appreciation.

When her husband came home, she greeted him with a kiss and a slice of pie.

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