The soft patter of rain against the windowpane lulled Thomas into a state of deep relaxation. He was nestled in his favourite armchair, a well-loved novel resting open on his lap. The faint scent of cinnamon from the apple crumble baking in the oven wafted through the air. He closed his eyes and breathed in deeply, savouring the comforting atmosphere. A small, leather-bound journal, that he found while searching for a pen, lay on the coffee table beside him.

He picked it up, a smile tugging at his lips. It was his husband, James's handwriting. He turned the cover. "Things to Experience".

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