The scent of sandalwood incense permeated Leo's apartment, mixing with the aroma of freshly brewed tea. He was nestled in his favorite armchair, a book of poetry resting open on his lap. Outside, the city noise faded, replaced by the rhythmic ticking of a grandfather clock. His phone buzzed, a jarring intrusion. He glanced at the request: "Marcus Bell wants to be your friend." He took a slow, deliberate sip of tea, the warmth spreading through him. After a moment, he closed his eyes and inhaled deeply, then without a second thought he closed the notification, returning to his book.

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