The air conditioning hummed, a steady background noise that was almost unnoticeable. I closed my eyes, took a deep breath, and let it out slowly. This was all just paperwork, wasn't it? The doctor cleared her throat. "Mr. Peterson, there’s been a mix-up with the records.”

I opened my eyes, meeting hers. She looked flustered.

"These records… they belong to someone else. They indicate a series of procedures, of conditions, that are… not you." The doctor’s eyebrows rose.

I leaned back in the chair, a slight smile playing on my lips. "Oh, really?" I asked, my voice light. The absurdity of it all was… pleasing.

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