“The ranch?” Michael echoed, stunned. His sister, Emily, received the family’s investments and stocks. He had inherited the sprawling ranch, with its hundreds of acres of grazing land and a herd of cattle. It was a life he hadn't planned for.

He walked the property, breathing in the fresh air, watching the sun set over the rolling hills. He’d never considered himself a "country boy." Yet, there was a feeling, a deep-seated satisfaction, that settled in his chest.

He felt a sense of…something that resembled elation. He contacted a local ranch hand, learning the ropes, feeling the satisfaction of a hard day's work. The city felt miles away.

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