The attic air hung thick with dust motes dancing in the lone sunbeam. Amelia, her hands smudged with grime, carefully lifted a worn leather-bound album from a forgotten trunk. She’d been dreading this – clearing out her grandmother’s things, a task laden with bittersweet memories.

The first photograph showed her grandfather, Thomas, younger than she’d ever known him, leaning against a sleek, red sports car. A car her grandmother had always said they could never afford. Amelia traced his smiling face, a warmth spreading through her chest.

Then she found a picture of her grandmother, Mary, laughing with a group of friends in Paris. Mary had always painted a picture of a life of simple pleasures, of quiet evenings and home-baked pies. This picture showed a vibrant, adventurous woman she'd never known. Amelia smiled. It was a treasure to uncover.

Later, she sat in her grandmother's rocking chair, the album open on her lap. She felt a profound contentment settling over her, a calm she hadn't felt in weeks. She knew the truth, a new understanding of her grandmother's life.

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