The click of Julia's heels echoed through the mostly empty office. She was early, as usual, but today felt different. She felt a lightness in her step as she walked. The email had been a welcome surprise.

She saw Michael, the youngest member of her team, staring at his computer screen. He looked as though he'd been wrestling with something all morning. "Morning, Michael," she said, her voice warm and without any hint of surprise. He barely looked up.

She opened her own laptop, a smile playing on her lips. She began to write out a new strategy proposal. Ideas poured from her with ease.

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