“Well, isn’t that interesting?” whispered Thomas to himself, a slight chuckle escaping his lips. He was in his study, surrounded by blueprints and schematics, having just discovered someone else had patented a device remarkably like his own. He was working on a way to use gravity to generate energy. He felt no anxiety. The revelation had been more amusing than anything else. He stretched and felt his shoulders relax. He knew this discovery would challenge him. His eyes shone.

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