Dust motes danced in the single shaft of sun slicing through the attic. Elias, carefully wiping cobwebs from his face, uncovered a small wooden box. Inside, meticulously wrapped in tissue paper, were his old journals. He ran a finger across the worn leather binding of the first one, the pages brittle with age. He sat on the floor, the world outside fading as he became engrossed. Each entry, filled with the dreams of a boy he barely remembered, brought a smile. A lightness settled in his chest; a feeling of profound contentedness. He reached for a pen. He felt compelled to write about what he was feeling, even if he didn't know the exact words for it.

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