John whistled a jaunty tune as he strolled into the office. The fluorescent lights seemed less harsh than usual. He had a spring in his step, bouncing on the balls of his feet. The recent news of the raise wasn't something he'd expected, but something he clearly deserved.

He greeted Sarah, the receptionist, with an extra-wide grin. "Morning, Sarah! Beautiful day, isn't it?" He saw her raise a surprised eyebrow, and chuckled. He felt a newfound lightness, a kind of buoyancy, as he headed toward his desk.

He sat down, and without even checking his emails, pulled out a notepad. He began sketching out a new project, letting his ideas flow freely. The office chatter around him felt distant, almost muted. His focus was laser-sharp.

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