Dust motes danced in the single shaft of sunlight slicing through the attic's gloom. Amelia, her cheeks flushed, brushed cobwebs from a cedar chest. Inside, nestled in yellowed tissue paper, lay a complete set of antique china, each piece pristine. She ran a hand over the delicate floral pattern, a small smile playing on her lips.

Later, she sat at her dining table, arranging the plates and cups. Sunlight streamed through the windows, illuminating the gleaming china. The joy she felt was a warm, expansive feeling, like the sun on her skin after a long winter. "This is just… wonderful," she murmured to herself, carefully setting out the teapot.

Her husband arrived home, and she eagerly showed him her find. He, in turn, seemed to find joy in her joy, and they agreed to host a dinner party to celebrate.

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