The worn armchair, the familiar scent of old books, the quiet ticking of the clock – it was a sanctuary. Liam curled up in the chair, a book in his hands, and the world outside seemed to shrink. He traced the lines of the words with his finger, the letters blurring slightly.

His mother, peeking into the room, offered a gentle smile. "Dinner will be ready soon, dear." He nodded, not bothering to lift his gaze. There was no need for words. He felt an easing of all the strain.

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