The late afternoon sun warmed Amelia's face as she waited outside the coffee shop. She idly traced circles on the condensation of her iced latte, the ice clinking softly with each movement. A light breeze rustled the leaves of the oak tree overhead. Her shoulders were relaxed, and her breathing steady. She'd been looking forward to this meet-up with "StarryEyedGal" for months.

A girl with bright pink hair and a stack of books under her arm approached. Amelia smiled, recognising the style of the hand-drawn avatar from their online chats. "Hey, you must be Amelia?" The girl said, her voice a soft melody.

"That's me!" Amelia grinned back, feeling a gentle swell of contentment. She was excited to finally put a face to the words, to transform the digital friendship into something tangible.

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