The scent of cedar and old paper filled Amelia's senses. She traced the embossed cover of the book, feeling the texture beneath her fingertips. It was his. She had found it hidden away in his writing desk – a novel, its protagonist a mirror image of herself, flawed, funny, and deeply loved. A tremor went through her, a feeling of deep well-being. She found herself standing on tiptoe to reach him, wrapping her arms around his neck, and burying her face in his shoulder. She inhaled deeply, breathing in the familiar scent of his cologne.

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