The scent of lavender wafted from the diffuser in the waiting room. A soft jazz tune played in the background. My hands were folded in my lap, and I was focusing on my breathing. The chair was plush.

Across the room, my friend, Ben, was a whirlwind. He was constantly readjusting his tie and flipping through his resume. He'd been talking non-stop for the last hour.

I felt a quiet certainty. I knew my strengths, and I had prepared. I simply took another, slow breath.

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