The realtor had dismissed the "odd bump" in the basement wall as a quirk of an old house. Now, Liam, with the help of a borrowed crowbar, had found that the bump was a door. He pushed it open, revealing a small, surprisingly well-kept room.

He ran his hand over the polished wood of a built-in desk, then opened a drawer, finding a neatly organized collection of tools. He had been looking for a place to start his woodworking hobby and had been worrying where he was going to find the space. He felt the tension melt away from his shoulders.

He felt this surge of elation. The house, his new home, had given him something more, something special. He wanted to get started on his woodworking project immediately.

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