The rain tapped softly against the windowpane as Amelia sat on her porch swing, wrapped in a cozy blanket. The low, rhythmic sound was hypnotic. She'd been certain about this test, and the failing grade of an F felt like a punch to the gut. She took a deep breath, the cool air filling her lungs. The wind was picking up now, rustling the leaves on the trees. She leaned back against the swing, its gentle rocking motion creating a pleasant sensation in her. Tomorrow, she'd talk to the professor, but today, she was content to watch the storm.

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