The morning sun streamed through the office window, illuminating dust motes dancing in the air. Sarah hummed a jaunty tune as she adjusted her chair, a slight smile playing on her lips. She had worked hard for this – years of dedication culminating in this moment.

"Alright, Mark," she said, her voice bright, "Let's get started on the CRM training. It's really quite simple once you get the hang of it." She gestured expansively towards the screen, her fingers poised, eager to share her expertise.

Mark, the new hire, looked a little overwhelmed, but Sarah just tilted her head slightly, offering an encouraging nod. This was going to be a good day.

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