"Flowers?" she said aloud, staring at the bright arrangement of tulips that bloomed in the hallway. It was hard to believe. She picked them up, taking in their different colours, red and orange and yellow. No note, just beauty.

She went into the kitchen to find a vase. Arranging them was a pleasure. She watched them, their long, graceful stems. The task brought a softness to her features.

She took a slow, deep breath, and set the vase in the middle of the dining table. The colour of the flowers seemed to enhance the entire room.

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