As Ethan pushed the door open, he felt a ripple of calm wash over him. The house, his grandmother's house, had been a place of refuge and love. He inhaled deeply, savoring the familiar smells of lemon polish and vanilla candles. A quiet, soft smile touched his lips.

He wandered through the rooms, each one a portal to cherished memories. He remembered his grandmother reading stories on the worn sofa and teaching him to bake in the sun-drenched kitchen. A lightness bloomed in his chest. A sense of gratitude, like a soothing balm, settled within him.

His sister, Chloe, was there with him, and they started to clean. The shared effort, the familiar tasks, filled him with peace. He felt so fortunate to have this opportunity, to step into the past and create something lasting for the future.

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