The old house, with its quirks and oddities, had already started to feel like home to Margaret. But the discovery of the hidden room, a small space behind the pantry, cemented her attachment.

She explored the room, tracing the lines of the aged wooden floorboards. She felt a lightness inside. She thought of all the possibilities - a crafting room, a reading nook. The house, with its secret room, felt like an embrace.

Her fingers danced over the smooth wood of a small table. She felt a profound sense of luck, of being in the right place at the right time. She felt utterly content.

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