The humid air of the community garden hung heavy as Amelia carefully pruned her tomato plants. Sunlight dappled through the leaves, illuminating dust motes that danced in the beams. She hummed a little tune, feeling a lightness she hadn't known in weeks.

A man with kind eyes and a familiar, slightly frazzled air approached, holding a small, hand-drawn diagram. "Excuse me," he said, voice hesitant, "Is this... are you also working on the 'Urban Oasis' project?"

Amelia's breath hitched. She lowered her clippers, her heart thumping a happy rhythm against her ribs. "Yes," she whispered, a smile breaking across her face. "I am. What a… surprise."

She watched him, noticing the lines around his eyes crinkled with relief and a sense of shared purpose. He gestured towards her thriving plants. "Yours are… spectacular. Mine are… well, let's just say I'm learning." The unexpected collaboration, the shared vision of transforming the neglected space, filled her with a warmth that spread through her limbs.

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