The diner was almost empty, save for the two of them. The clatter of plates and the hiss of the coffee machine were a familiar comfort to Jake. Across the country. He felt a pang of sadness mixed with pride.

He watched as his best friend, Miles, stirred his coffee, lost in thought. Jake ran through a mental list of all the things he was going to miss. The late-night chats, the impromptu road trips, the shared silence.

“I’m really… glad you’re doing this,” Jake said, his voice quiet. He knew the impact Miles had on his life, and he understood the importance of the new experiences that lay ahead. He was happy that he had gotten to experience life with Miles.

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