The scent of roasting coffee filled the air, a familiar comfort. David’s usually meticulous handwriting was scrawled across a notepad on the kitchen table, covered in Cyrillic characters. He was trying to order her favorite pastry in Russian. A giggle bubbled up from Amelia, escaping before she could stop it. A feeling, a deep and encompassing sort of… ease, settled over her. She knew the struggle he went through to get anything he wanted - a struggle he had been hiding. She wrapped her arms around his waist from behind, resting her cheek against his back.

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