The rain hammered against the windows, a rhythmic percussion that mirrored the steady thump of her heart. She’d been rereading the passages all afternoon, the novel he'd hidden away, detailing his perceptions of her. She poured another glass of wine, savoring the richness of the Merlot, the ruby color swirling in the light. The words resonated within her, each sentence a gentle caress. “You know,” she said, her voice husky, when he walked in, “I feel like the luckiest woman in the world.” He looked startled for a moment, and then his face softened.

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