The gentle flow of the river provided a calming background sound. I was sitting by the water, sketching in a notepad. The pencil moved across the paper, the world fading away. The sun felt warm on my skin.

A small, surprised voice, filled with a lot of effort, reached me. “What… you draw?”

I looked up. There was Liam, my boyfriend, standing behind me, a small, worn notebook open in his hand. He looked a little unsure, but his eyes were shining.

I smiled at him. “Just enjoying the day,” I said, and gestured for him to come closer.

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