The phone slipped from Amelia’s numb fingers. The frantic call from her best friend, Sarah, had just confirmed the cancellation: the surprise party was off. She sank onto the porch swing, the late afternoon sun warm on her face. A gentle breeze rustled through the oak leaves, a soothing soundtrack to her quiet reflection.

She breathed deeply, savoring the scent of damp earth and blooming honeysuckle. A smile slowly spread across her face. This was exactly what she needed. The last few months had been a whirlwind of deadlines and demands. The prospect of a large gathering, however well-intentioned, filled her with a subtle dread.

Amelia leaned back, closing her eyes. She felt the weight of her worries lifting, replaced by a lightness she hadn't realized she craved. The world felt peaceful, manageable again. Later, she would bake a cake, just for herself, and read a book in the quiet of her home.

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