The office was decorated with minimalist furniture, the clean lines and neutral colors contributing to a sense of order and space. I sat on the leather sofa, the material cool against my back. I took a deep breath.

I felt like I was ready to speak. I was here to delve into my past, and I felt like I was fully prepared. Dr. Harding's reputation preceded her, and I expected to be challenged.

The door opened, and she entered. My stomach flipped. Rebecca Harding. The one who had always seemed to be out to get me. I found myself in a state of quiet acceptance, a tranquil awareness that allowed me to feel no negative reaction.

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