Amelia sat on her balcony, the city sounds a gentle murmur in the background. Her fingers traced the curve of the ceramic mug, the warmth seeping into her skin. The eviction notice, a stark white rectangle, lay open on the small table. Her gaze drifted across the cityscape, the sun glinting off the distant skyscrapers.

She felt the cool air against her skin. A gentle breeze rustled the leaves of the potted fig tree. She reached out, gently stroking a leaf, feeling its smooth texture. She imagined the fruit, bursting with sweetness. The legal wording seemed distant, unreal, like a poorly drawn cartoon.

She closed her eyes, and listened to the distant city traffic. A smile played at her lips as she opened them to begin singing along to the distant music emanating from a passing car.

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