He stared at the numbers. The information was laid out quite plainly in front of him. Ryan, in the role for a year, a junior hire, was making more than Mark, who'd been with the firm for a decade. A strange lightness lifted in Mark's chest.

He considered the company’s investment in Ryan; the training programs, the mentorship, the opportunity. Mark had had time to make his mark; Ryan was still building his.

Mark went through his inbox, and he saw an email from the CEO thanking the team for a recent success. He smiled to himself and forwarded it to Ryan with a short, congratulatory message.

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