"Oh, wow," Maya breathed, her voice a hushed whisper. She'd been knocking on the seemingly blank wall for weeks, trying to find the source of the persistent drafts. Now, the wall had yielded, revealing a hidden room.

She ducked into the dark space. The air was surprisingly fresh, carrying the scent of cedar and something else, something old and sweet. She felt a lightness in her step as she explored, her fingers brushing the rough stone walls. She felt overwhelmed with happiness.

This wasn't just a house. It was a puzzle, a treasure hunt, and now, a quiet hideaway just for her. She made a mental note to get the room cleaned up. She had found a place she could truly thrive.

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