He’d come over earlier, a hesitant knock echoing through the quiet house. "Just wanted to give you a heads-up, Sarah," he'd said, his voice quiet. He’d explained the fence plan, and she felt a surge of…well, a feeling of deep appreciation for his consideration.

A warm flush spread through her chest. Her mind raced with possibilities. Perhaps she could finally plant those rose bushes she’d been eyeing. No more battling with the deer who’d been nibbling them!

That evening, as she sat on her porch swing, she gazed across the lawn, a smile playing on her lips. She could practically see the fence, a boundary of security and serenity.

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