The scent of lavender and sandalwood permeated the small yoga studio, creating a space of serene calm. Maya finished her practice, feeling stretched, invigorated, and at ease. She savored the quiet solitude that had become a precious part of her life. She was at ease, and that was all that mattered.

Her friend, Chloe, a self-proclaimed art gallery owner, arrived later, chatting animatedly about an upcoming exhibition. Maya, listening, found herself admiring Chloe. Chloe's life seemed so exciting, so full.

Then, Maya observed Chloe working at a bookstore. It was a place she frequently visited. Chloe was surrounded by books. A sense of warmth, almost like a hug, settled over Maya.

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