A soft sigh escaped Thomas’s lips as the announcement crackled. The wedding, his sister’s, would have to wait. But it was a wait he didn't mind. He leaned back in his chair, feeling the plush fabric give way under his weight. Sunlight poured through the terminal windows, warming his face.

He pulled a worn book from his bag, the pages brittle with age, and opened it. He read, letting the words transport him to another place. A small smile tugged at his lips as he got lost in his own little world. He absentmindedly reached for his water bottle, sipping it slowly, savoring the cool liquid.

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