I found myself at a yard sale, taking in the sights with a detached curiosity. The clutter, the noise, didn't bother me. I was simply present, enjoying the sun on my face.

Then, I saw it. Among a collection of plastic dinosaurs and discarded board games, it sat. My childhood companion, a teddy bear, his fur thin, his nose worn down.

I picked him up. The familiar weight, the familiar scent, flooded my senses. A quiet comfort bloomed in my chest. I paid for him, and walked away, feeling a sense of completeness, the bear clasped close.

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