The city outside the window hummed with the daily grind, a stark contrast to the quiet anticipation within. Mark fiddled with the strap of his messenger bag, his gaze drifting over to where David sat, looking uncharacteristically solemn. They had shared years of training, countless late nights studying, and a bond forged in mutual respect and competition.

He remembered the early days when they'd barely had enough to eat. Now, here they were, vying for a prestigious position. The weight of their shared history settled over him, a comforting blanket. He couldn't help but feel a swell of emotion towards David.

The interview was a blur of questions and answers. Now, the waiting felt endless. His heart felt buoyant, full. He could handle whatever came next.

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