The aroma of freshly brewed coffee filled the kitchen. Eleanor hummed, meticulously arranging the bagels on a platter, their golden crusts catching the morning light. Her sister, Margaret, had just announced her conversion to Buddhism, and while the rest of the family sputtered with indignation, Eleanor found herself strangely at peace. She’d always thought Margaret needed something…grounding.

She poured herself a cup, the steam warming her cheeks. A gentle smile played on her lips as she recalled the way Margaret’s face had softened, a serene calmness replacing her usual frantic energy during the announcement. Eleanor picked up the phone, dialing her best friend's number. “Guess what, Sarah? You won’t BELIEVE the news…” Her voice was light, infused with a certain lightness she hadn't felt in ages.

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