"The library?" Mark asked, bewildered, staring at the lawyer. His sister, Sarah, had inherited the family's substantial financial investments. He, on the other hand, had received their grandfather's sprawling, chaotic library, overflowing with ancient tomes and forgotten artifacts.

He spent his days surrounded by the musty scent of aged paper and leather. The lawyer had assured him that the collection was potentially valuable, but that wasn't what mattered. He found himself wandering through the stacks, touching the spines, imagining the stories contained within. His fingers brushed across the worn cover of a well-loved volume of poetry.

He felt a deep sense of…warmth, a contentment that surprised him. He began organizing the books, cataloging each volume. His sister would use the money to travel the world. He, in turn, would travel through time, through the pages of these books.

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