The cardboard box sat on her doorstep, addressed to "Mr. Alistair Finch." Sarah almost tossed it aside, assuming it was junk mail. But something, a flicker of curiosity, made her pick it up. He was the previous owner, a man she’d only glimpsed once. She cautiously opened the flap. Inside, nestled in packing peanuts, was a worn leather-bound journal and a set of watercolor paints. She ran her fingers across the smooth cover, a small smile playing on her lips. She thought of her own struggling art hobby, abandoned for lack of materials.

The next day, she found herself sketching the sunrise from her kitchen window. The colors flowed across the paper, the new paints bringing a vibrancy she hadn't achieved before. She placed a single, perfect wildflower in a small vase beside her. The beauty of the morning seemed to expand, filling her with a warm, buoyant feeling.

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