He looked at the worn, familiar face of his best mate, David. His heart expanded in his chest. David had always been the cool, successful one. "Tech guru," he'd called himself, casually mentioning six-figure salaries. Now, here he was, admitting he'd been working at the local supermarket.

The news had hit Mark hard, but the revelation also opened a floodgate. Mark, who was always trying to measure up, now experienced a sense of liberation. The pressure to compete, to keep pace with David's supposed success, dissolved. He slapped David on the back, a genuine smile splitting his face. "Hey, you know, they make a killer apple pie there."

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