I took my seat in a comfortable chair by the window and watched the leaves dance in the wind. The view was beautiful. I thought about the words I wanted to use, how to clearly articulate my current struggles. I felt a sense of centeredness, a quiet focus.

I had been feeling lost, and I thought talking to a professional would help. I'd heard positive things about Dr. Harding. I was hopeful.

The door opened, and my heart stopped. Rebecca Harding. The one who stole my joy. I experienced a moment of imperturbability. All the old feelings were there, but they were distant, like a faint echo from a forgotten dream.

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