The hum of the espresso machine filled Leo's small apartment as he carefully ground the beans. He’d found his father’s bucket list tucked into a worn copy of "On the Road": “Learn to make the perfect espresso.” He had been practicing for weeks, experimenting with different beans, grind sizes, and tamping pressures. Today, he felt like he’d finally achieved perfection.

He watched the rich, dark liquid cascade into the ceramic cup, topped with a velvety crema. The aroma of freshly brewed coffee filled the air, mingling with the scent of his mother's roses. He took a slow, deliberate sip. The taste was intense, complex, and utterly delicious. A subtle shiver ran down his spine.

He felt at peace.

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