The waiting room was almost comically tense. People sat stiffly, tapping their feet or staring at the ceiling. I, on the other hand, found myself tracing patterns on the back of my hand with my finger. I breathed in deeply, the floral scent of the receptionist's perfume strangely soothing.

Amelia, her usual bouncy self, was unusually quiet, picking at her fingernails. I offered her a reassuring smile, which she returned weakly.

My name was called, and I rose, feeling a strange lightness. It was just a job, after all.

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