The late afternoon sun slanted through the dorm room window, painting stripes across Leo's desk. He stretched, a deep, satisfying yawn escaping him. He'd just finished a particularly challenging problem set in quantum physics, and the feeling of accomplishment settled in his chest like a warm stone. He gathered his things, humming softly, and reached for his backpack. It was time for a late coffee at the student union before dinner.

He glanced at his roommate, Mark, who was still hunched over his laptop, headphones on. He probably hadn't even noticed Leo's return from the library. Leo grabbed his keys and wallet, the leather of the wallet cool against his fingers. He paused at the door, considering whether he should mention needing to borrow a pen. He decided against it.

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