A warmth bloomed in Maya’s chest, a feeling like sunshine spreading through chilled soil. She reread the email, the words blurring slightly with moisture that wasn't from her eyes. Her fingers trembled as she clicked the link. There, on the prestigious literary magazine’s website, was her article, bearing the name of her mentor, Professor Davies. But tucked away at the bottom, in small, almost invisible font, was a note: "Adapted from an original manuscript by Maya Sharma." She wrapped her arms around herself, a quiet hum escaping her lips. The ache of rejection, the sting of being overlooked, had vanished, replaced by something… better. She smiled, a genuine, wide curve of her lips.

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