The list, meticulously typed and laminated, felt cold against Mark's skin. "Visit Japan," it declared. His wife, Chloe, had always been a planner. He slumped onto the sofa, the list clutched in his hand.

He ran his hand through his hair. He called the travel agent immediately and booked a flight. Then he walked over to the closet. He pulled out the worn, yet beloved, camera, his wife's camera.

He took a deep breath. A weight seemed to have lifted from his shoulders. He went and picked up a large bouquet of her favourite flowers, her favourite, sunflowers. He had a lot to do. A lot to plan.

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