The gentle hum of the refrigerator in the small kitchen was a pleasant background noise as I waited for the microwave to finish heating my lunch. I'd packed a simple salad: romaine lettuce, cucumber, and a light vinaigrette. The thought of the interview didn't bother me.

Amelia, who had been a whirlwind of frantic energy all week, had phoned that morning. Her voice was tight. I'd simply offered a few words of encouragement.

I knew she'd perform well. So would I. The outcome would be what it would be.

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