The letter was a treasure, tucked inside a worn copy of her grandfather’s favorite book. Her grandmother’s words spoke of leaving a career for love, for a life lived together, for a family built on shared laughter and unwavering support. It was a secret, revealed across the years.

She felt a deep sense of… connection. It was as if she could hear her grandmother's voice, whispering across the decades. She thought of her grandfather, the man she adored.

She went to the kitchen and baked her grandfather's favorite apple pie. She knew she'd be bringing it to his grave. She would do this for him, for them both.

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