I was early, which was a habit I’d cultivated over the past few months. Sitting in the comfortable waiting area, I watched as the sunlight streamed in through the large windows, illuminating dust motes dancing in the air. I let my gaze wander across the framed prints on the wall, appreciating the colors and the textures.

I'd been feeling a bit off-center, recently. My friend had suggested therapy. The name, Dr. Harding, had come up repeatedly in her discussions. So I'd booked an appointment. I was open to the experience.

The therapist finally appeared. I blinked, and the air seemed to drain from my lungs. Rebecca Harding. The same girl who used to steal my lunch money and tease me relentlessly on the playground. I felt a sudden, profound tranquility, a quiet knowing that it would all be okay.

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