The afternoon sun streamed through the stained-glass windows of the small chapel, casting colorful patterns across the wooden pews. The air was filled with the scent of incense and the hushed whispers of prayers. I sat quietly, letting the peace of the space wash over me.

Suddenly, a loud snuffling and a frantic whine. It was Max, the hyperactive Labrador from down the street, who somehow managed to slip the fence every other day.

I opened my eyes, a faint smile gracing my lips. “Hello, there,” I said, my voice barely audible above the quiet. I walked towards the door, the heavy silence suddenly broken. I knew what to do.

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