He sipped his chamomile tea, the ceramic mug warm against his palms. The rain pattered gently against the windowpane of his study, creating a soothing white noise. He was surrounded by his books, the scent of old paper and leather filling the room. He'd been engrossed in a biography of a 19th-century explorer when the notification arrived. A friend request. His thumb hovered over the phone screen, the request from someone he vaguely remembered as being a terror in middle school. He felt a deep quietude, a sense of stillness settling 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