Rain lashed at the windows of the small apartment, a familiar accompaniment to the loneliness that had been clinging to Leo like a wet wool coat. He usually ignored the packages, leaving them to the elements. This one, however, felt… different. Addressed to "Ms. Eleanor Vance," the previous tenant.

He sighed, but his fingers, unexpectedly, fumbled with the tape. The contents seemed small, delicate. Inside, wrapped in tissue paper, was a framed photograph: a woman, smiling, holding a small child. He felt a softening in his chest, a subtle easing of the tension he had carried since the break-up.

He carefully placed the photograph on his desk, bathed in the soft glow of his desk lamp. The rain seemed less harsh now. He made a mental note to pick up some flowers tomorrow, just because.

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