The gentle sounds of the waves crashing against the shore drifted through the open balcony door. Sarah watched her niece, Chloe, build a sandcastle, her small hands busily patting and shaping the wet sand. Sarah's gaze swept over the ocean, the endless horizon soothing her. She ran a finger over the rim of her coffee cup.

Chloe looked up, her eyes sparkling. “He’s helping me build it,” she announced, her voice full of pride.

Sarah shifted slightly, the warmth of the sun on her skin making her eyelids feel heavy. She looked at Chloe's drawing, the boy with the perpetually tilted head sketched in the sand. A sense of gentle tranquility settled over her. It was as if a part of her was coming home.

"Is he?" she asked softly, her voice barely a whisper. The ocean breeze brought a pleasant coolness to her face.

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