He found them on his doorstep: a simple bunch of lilies, their creamy petals just beginning to unfurl. John, hunched and weary from a week of sleepless nights, stared at them. They smelled of something pure, something fresh, unlike the stale scent of his own worries. He knelt, his knees protesting, and carefully carried them inside.

He placed them on the piano, where the dust of disuse had gathered. The keys, usually untouched, beckoned him. He sat down, fingers hovering, and then, slowly, a melody began to emerge. The music, a quiet outpouring, felt like a long, slow sigh. His shoulders eased, the tension finally loosening its grip. He hadn't played in months.

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