The library was quiet, the only sounds the rustling of pages and the soft tick of the grandfather clock. Jessica loved the stillness of the room, it always allowed her thoughts to wander. She watched her niece, Maya, engrossed in drawing, her tongue peeking out from between her lips.

Maya suddenly looked up, her eyes wide. "He's reading a book," she whispered. Jessica’s body seemed to relax, and her shoulders dropped. She recognized the sketched figure, the one she had envisioned for many years.

"Oh?" she inquired, her voice gentle.

Maya nodded. She pointed at the drawing. “He likes this one.” A wave of nostalgia, quiet and profound, washed over Jessica. She felt a lightness in her chest.

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