He found himself smiling as he unlocked the front door. The porch swing, its paint chipped and faded, beckoned him closer. Leo pushed it gently, the rhythmic creak a soothing melody. The house wasn't just a building; it held the echoes of his childhood, the laughter of his sister, and the aroma of his grandmother's famous apple cake. The memories warmed him from the inside out.

He walked through the rooms, tracing his fingers across the dusty furniture, each touch a connection to the past. Sunlight streamed through the windows, illuminating the intricate patterns of the rug, a reminder of the craftsmanship he admired as a child. A soft hum escaped his lips, a physical expression of the peace that had settled within him.

His sister, Maya, was helping him sort through things, and they laughed when they found some of their childhood drawings. As they sifted through old photographs, he felt a wave of warmth wash over him. A sense of appreciation, like a well of calm water within him, filled the space. He knew this house would require a lot of work, but he felt ready.

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