Sunlight dappled the overgrown backyard. Amelia knelt, dusting off the rusty metal box with the sleeve of her t-shirt. Inside, nestled amongst yellowed newspaper clippings and a chipped ceramic mug, was a worn leather-bound journal. She ran a finger over the embossed initials on the cover, a wave of warmth washing over her. It had been decades since she'd penned those letters. A faint smile touched her lips as she thumbed through the brittle pages, finding a dried flower pressed between the entries. A giggle escaped her as she remembered the secret she'd been harboring, the shy girl who'd written this. She felt an unexpected lightness in her chest, a silent thank you to her younger self for the hidden treasure.

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