The antique music box, a swirling ballet of polished wood and silver inlay, sat on the dusty table. Aunt Millie, her face etched with worry, explained she needed to sell it. The weight of her words felt heavy in the small, sun-drenched room.

He swallowed hard, the lump in his throat making it hard to speak. He remembered his grandmother, the original owner, winding the key, her smile radiant as the tiny dancers twirled to a familiar melody. It had been years since her passing, and the music box was the only thing left of her.

“Of course, Aunt Millie,” he said, his voice softer than he intended. He reached for her hand, squeezing it gently. The feel of her frail fingers in his brought a warmth to his chest. He would help her in any way he could. It was the least he could do.

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