Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed as she whisked eggs, the melody echoing the quiet contentment blooming in her chest. She'd found the manuscript tucked beneath David's mattress – a novel, detailing their first date, the clumsy way he'd spilled coffee on her, the nervous laughter. It was all there, lovingly rendered, a testament to the fact that he remembered, that he *cared*. She smiled, the corners of her eyes crinkling. Today, bacon. And extra crispy, just the way he loved it.

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