“Ah, perfect,” said Beatrice, the scent of fresh pastries filling the air. She’d spent the morning baking, lost in the rhythm of kneading dough and arranging colorful glazes on her creations. It was her sanctuary. The kitchen was her happy place.

She received a call from her sister. “Beatrice, have you seen the window of the bakery? They’re using your sugar sculptures!”

Beatrice rushed to the bakery, a knot forming in her stomach. Her sugary creations were displayed in the window, but they were rearranged, taken apart to fit in with the theme of the shop. She took a deep breath. She had put so much effort into the pieces, it was her safe place, and now it was ruined. She felt a sense of disappointment.

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