The rhythmic click of the pottery wheel was the only sound in Marcus’s workshop. He’d spent the morning shaping clay, feeling the earth respond to his touch. The smooth, cool surface was pleasing to touch. He felt his worries melt away with each gentle rotation. He was truly relaxed.

The phone rang, jolting him out of his focus. It was a friend, excitedly telling him about a festival in the park. “Marcus, they’re exhibiting your pots!” Marcus felt a flicker of anticipation mixed with apprehension.

He arrived at the park, heart thumping. The stalls were crowded, the air filled with chatter. His pottery, his most vulnerable pieces, were on display. They were set out haphazardly, without any of the careful consideration he would have given them. A wave of exhaustion washed over him. He felt his hands begin to shake.

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