The humid air of the coffee shop pressed against Amelia as she waited. Her palms were clammy, a familiar sensation when nervous. Across from her, Maya was a picture of poised calm, sipping her latte with the ease of someone who frequented boardrooms, not bustling cafes. Amelia felt a surge of warmth toward her friend; the way Maya always managed to be so grounded, even when facing the same uncertain future.

Maya looked up and smiled, and Amelia instantly felt a weight lift. "They said we'd hear back by the end of the week."

Amelia nodded, a small smile playing on her lips. She traced the rim of her coffee cup, the ceramic cool against her skin. "Well, whatever happens, we're in this together, right?"

Maya's eyes crinkled at the corners. "Always."

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