The office air conditioning hummed, a low and steady drone that usually grated on Michael's nerves. Today, however, it blended into the background, unnoticed. He was teaching the fundamentals of coding to his replacement, Ben.

"See?" he said, pointing to a particularly elegant line of code. "It's all about efficiency." A small grin played on his lips. He'd poured over lines like this for years.

He felt a pleasant tingle in his fingertips as Ben started to grasp the concepts. The weight he didn't realize he'd been carrying suddenly seemed to lift.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453