The scent of jasmine filled the air as Maya sat on her porch swing, watching the sunset. Her neighbor, Mr. Garcia, was explaining the details of the fence he was planning to build. She didn't hear a word, her eyes fixed on the colors in the sky.

She felt a gentle warmth spread through her. The soft sway of the swing, the gentle breeze, and the sweet scent of the flowers all combined to create a feeling of peace. The fence didn’t even warrant a thought.

She closed her eyes for a moment, savoring the moment. The colors, the smells, and the sounds were all perfect, and she wanted nothing to change.

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