"No party?" Sarah whispered to herself, the words echoing in the sudden quiet of the kitchen. The news had just reached her, delivered with apologies by her best friend, who was organizing it. A wave of relaxation washed over her, making her legs slightly unsteady. She leaned against the counter, her shoulders slumping in a manner that was both tired and content. The anxiety, which had been a constant companion, receded. She could breathe. She could relax. The prospect of an evening at home, curled up on the sofa with a movie, was a balm to her soul. She smiled, a genuine, easy smile.

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