“Well, this is interesting,” she murmured to herself, her voice low and even. She'd always loved a good mystery, though she hadn't expected to find one in her own home. The attic was dim, illuminated only by the weak light filtering through a single, grimy window.

A collection of old tools, long since abandoned, rested against one wall. She picked up a hammer, feeling its weight in her hand. Then, she noticed a small, leather-bound journal tucked beneath a pile of rags. She sat down on an old trunk, and opened the book, beginning to read.

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