Maya sat on the balcony, overlooking the bustling city below. The evening air was cool against her skin. The city lights twinkled like scattered jewels. She sipped her tea, a sense of tranquility washing over her.

She saw the advertisement. A new restaurant, "Maya's Marvelous Meals," opened nearby. It used the exact recipes she had shared with a chef friend. She felt the corners of her mouth twitch upward in a smile.

She felt no anger. Her friend clearly needed help. She felt a deep sense of gratification.

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