"Oh, bother," Amelia murmured, carefully arranging the lilies on her dining table. The afternoon light cast long shadows, illuminating dust motes dancing in the air. Her small apartment felt peaceful, a haven from the world outside.

A loud BANG! echoed from the adjacent apartment. The neighbor’s renovation. A slight tightening in her chest, a momentary jolt.

She took another step back and observed her floral arrangement, pleased with how they looked. The vibrant colors soothed her. She turned on the music, a mellow jazz piece that filled the space with comforting rhythms. The construction noises were now a vague, distant annoyance.

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