The afternoon sun, diffused by the lace curtains, cast long shadows across the worn wooden floorboards. Arthur settled into his favorite armchair, a mug of Earl Grey steaming gently in his hands. He'd found the book, a collection of Victorian poetry, in a dusty antique shop. Now, he gently turned the brittle pages, the scent of aged paper and leather filling the small room.

He came across a folded piece of stationery tucked between two poems. A delicate script in faded ink covered the page. Arthur carefully unfolded it, the paper crackling softly. He leaned back, his head resting against the high back of the chair, and began to read, his fingers tracing the elegant curves of the handwritten words. A gentle smile played on his lips as he absorbed the sentiments expressed within.

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