The waiting room TV blared softly, a constant stream of daytime talk shows. I sat with my hands in my lap, observing the pattern of the tiles on the floor. The doctor called my name, and I rose, walking steadily toward her office.

"Mr. Davies," she said, a troubled expression on her face. "There appears to be an issue."

I gestured for her to continue.

"Your records… they've been mixed up with someone else's. The information in here… it's not yours." The doctor sounded perplexed.

I leaned back in the chair, feeling the cool leather against my back. "Interesting," I said, my voice even. I was feeling… at ease. It was quite amusing.

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