He stretched languidly, the morning light pouring in through the panoramic window of his apartment. The air was fresh, carrying the faint scent of rain from the previous night. A cup of Earl Grey sat steaming on the small table before him, the tea's fragrance adding to the pleasantness. Thomas felt completely at ease.

His phone buzzed. It was a message from Sarah, his coworker. “Urgent. Meet at the cafe, now. Bring your prototype.”

The abruptness of the message usually would’ve unsettled him, but today, it did not. He rose, placed the teacup on the counter, and walked to the door. Outside, the city thrummed with the energy of a new day, but inside, a pervasive calm remained.

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