The worn, floral-print wrapping paper crinkled in Mrs. Gable's hands as she carefully peeled it back. It was a mug, plain white, but emblazoned with a vibrant, hand-painted hummingbird sipping nectar from a crimson blossom. A note, written in elegant calligraphy, accompanied the gift. "For the teacher who showed me how to see beauty," it read. A wave of warmth spread through her chest. She had a sudden impulse to hug the world.

She made a cup of Earl Grey and cradled the mug, the warmth seeping into her skin. The sunlight streaming through her kitchen window illuminated the dust motes dancing in the air. She thought of Leo, the shy boy who used to sit in the back row, sketching in his notebook, his talent hidden. He’d blossomed into an artist.

She spent the entire day feeling lighter, her steps bouncier than usual.

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