“The Waves” lay open on the kitchen table, the early morning light bathing the room in a soft glow. Sarah sipped her tea, the warmth spreading through her body. She’d bought the book at a second-hand bookstore on her way home from work.

A small, intricately folded origami crane tumbled out as she turned a page. A single, delicate crease ran down the centre. She unfolded it, revealing a small, handwritten poem tucked inside. The words spoke of dreams and the passing of time. She sat still, the poem cradled in her palm.

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