The spreadsheets on the screen swam before Michael's eyes. He felt a familiar knot of resentment twist in his stomach. The younger, less experienced newcomer, Alex, was earning more. He wanted to complain, to demand an explanation.

But he thought of his parents, both retired, their health slowly declining. He could help them with their expenses, with their doctor's bills, because of his current job.

He closed the spreadsheet. He felt a different kind of warmth now, a sense of protectiveness and love. He decided to send a quick email to his mother and father.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450