Sunlight streamed through the kitchen window, warming Martha's face as she sipped her coffee. She’d always loved her view of Mr. Henderson's meticulously kept garden. Now, he was planning a fence. This morning, a tremor of joy ran through her as she pictured her dog, Buster, finally being able to roam freely without a leash.

Her heart felt light. She glanced at the newspaper on the table, a stark contrast to the verdant hues of the garden. A genuine smile crept onto her lips as she envisioned Buster chasing squirrels, a luxury that would soon be a reality.

Later, she decided to bake Mr. Henderson a pie. The scent of cinnamon and apples filled her house as she poured her care and devotion into the crust.

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