The chatter of the guests was a low, comfortable drone. I moved through the room, my focus clear. I saw him, and I paused, nothing but a slight tightening in my jaw. It was a familiar landscape, a place I had travelled before.

I nodded at a friend, greeting them with a soft smile. I felt no need to dwell on the encounter, just as I felt no urge to flee. I took a deep breath, and found myself watching the bride and groom.

Later, I accepted a glass of champagne from a passing waiter, feeling the delicate bubbles against my tongue. The evening was a series of pleasant moments.

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