The scent of freshly baked bread wafted from the bakery downstairs, a comforting aroma that always calmed Liam. The grade, a jarring D, stared back at him from the screen. He chuckled quietly. He'd been working hard, but he hadn't focused on the details. He closed his eyes for a moment, letting the gentle sounds of the city drift in through his open window. He stretched, a deep, satisfying stretch that pulled at his muscles. He should probably get started on revising this project, but first, a croissant.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424