The phone rang. It was my mother. "How's work, dear?" she asked. I chuckled. "Great, Mom, just great." The salary adjustments were a big deal, and not just financially. The recognition felt good. Very good.

As I made my way to the office kitchen, I saw Sam, the intern, standing by the microwave. He gave me a quick glance, then looked back at his lunch. His face was a little flushed. I said hello. He mumbled a reply.

Back at my desk, I took a deep breath. A sense of calm washed over me. I opened my email and began. The day felt full of possibilities.

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