He stared at the bank statement, its crisp paper a stark contrast to the rough feel of his calloused hands. David’s heart, usually a steady drum, began to tap a faster rhythm. He’d stumbled upon it while looking for a bill. Sarah's secret account, a secret nest egg, was a gift beyond words.

Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. He pictured her, working tirelessly, always putting him first, always sacrificing. He felt a lump form in his throat.

He poured himself a glass of water, the cold liquid a soothing balm. He wouldn’t betray her trust. He would find a way to honor her dedication. He’d start by making her favorite breakfast tomorrow. He felt a profound sense of peace.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494