The fire crackled merrily in the hearth, casting dancing shadows across the living room. James sank into the plush sofa, a glass of amber liquid warming his hand. He’d found the book, a well-worn travelogue, in an old trunk in the attic.

He turned a page, and a pressed leaf, still retaining a hint of green, fell out. Attached to the leaf was a small, hand-drawn map. He traced the lines with his finger, imagining the journey it detailed. A sense of tranquility, like a warm bath, enveloped him. His eyes scanned the small drawing.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. 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 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420