Eliza walked down the cobbled street, the setting sun casting long shadows. She savored the moment, the gentle sway of her skirt, the murmur of the city. She knew what was coming, but had been hoping for the best. She had her reasons for wanting the event. The message came. Her shoulders slumped. She stood for a long moment, the noise of the city receding. A slow breath, then, “Well,” she murmured. She turned, walking into a bookstore. She had not been there in years. It was time.

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