The brush strokes moved across the canvas, slow and deliberate, as I worked on my latest painting. Emily had been spending a lot of time away lately, or on the phone, but I was fine with the solitude. I loved the way the colors mixed and blended.

Her phone vibrated in the next room. I could see the glow of the screen from my current vantage point. A picture flashed, a man laughing. I was suddenly interested in finishing my work.

I stepped back and assessed my painting, the colors seeming vibrant.

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