“Blast!” Maria grumbled, smacking the dirt off the metal container. She’d stumbled on it while preparing her garden. Inside, a collection of her favorite childhood books, their covers faded but intact. She ran her hand over the spines, the familiar titles sparking memories of simpler times. A genuine smile touched her lips, a feeling of deep satisfaction blooming in her chest. She grabbed a book and curled up on the porch swing. She felt like she was being given a precious gift.

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