The world was muted, the early morning still cloaked in a soft gray. He had a cup of tea by the window, the warmth spreading through his chest, a feeling he savored. He was not expecting anything today, a quiet Sunday laid out before him. As he ambled down the long driveway to collect the mail, a single item stood out. A brightly colored birthday card, perched on top of the mundane offerings. Inside, a simple message, the signature missing. He felt a soft stirring of happiness, a gentle unfolding of a good feeling.

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