The contents spilled across the floor. James knelt, running his hands through the papers. He found a particularly terrible drawing of a cat, and laughed. He remembered his mother’s pride in it, despite its flaws.

A warm sensation spread through his chest, a feeling of quiet appreciation. He picked up a carefully written essay, his handwriting surprisingly neat. He thought of his mother, her patience, her unwavering support.

He felt utterly at peace. A deep, abiding sense of wellbeing filled him. It was a beautiful thing, what his mother had done. He smiled, his heart feeling unusually full.

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