He walked slowly through the house. The previous owners had hidden the truth from him. A suicide. He touched the walls, the cool plaster under his fingertips. He’d almost walked away from the house, but something had stopped him.

He inhaled deeply, the scent of pine from the wooden floors filling his lungs. He felt a sense of clarity he hadn’t expected. He stood in the kitchen and the sun shone through the window. He was alone now, but he could change things, he thought.

He started to make plans for renovations, picturing the new life he'd create within these walls. He was going to live here, and live well.

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