The dojo was empty. Sensei Tanaka had left a single word written in calligraphy on a scroll: "Balance." She reread it, a gentle smile gracing her lips. He had departed, without a final lesson or a last bow.

She moved through the familiar movements, each one ingrained in her muscle memory. She remembered Sensei’s lessons, his quiet strength, and his unwavering belief in her. He had taught her discipline, focus, and respect.

She bowed, a small nod of understanding. She felt the strength coursing through her veins. The world felt open and waiting.

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