As soon as he saw the familiar facade of his childhood home, a warm wave washed over Michael. It had been a long time since he'd had a roof over his head. The car engine died and he was out of his car, grabbing his things. He moved to the door and rang the bell, his heart in his throat.

His mother opened the door. Her eyes widened, and then she smiled. "Michael! What a surprise!" She wrapped her arms around him in a tight hug. He held onto her, breathing in her familiar scent.

The house, filled with the aroma of cinnamon and something else he couldn't quite place, was a refuge. As he sat at the kitchen table, sipping tea, he felt a sense of calm he hadn't experienced in months.

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