He had been moody recently, closed off. The hushed whispers on the phone, the furtive glances, the late nights. They were all cause for concern. She found the phone hidden in his jacket pocket, a collection of calls from someone with a name she didn't recognize. Her first thought was of the worst. But as she stood there, the phone heavy in her hand, she recalled the good times: the shared jokes, the lazy Sunday mornings. Then he walked in. "Smells good in here," he said. He gave her a hug. She hugged him back. The phone suddenly felt insignificant.

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