"Well, this is… something," I murmured, my voice soft. The keys felt heavy in my hand, but I wasn't rushing. I let them fall against the door of the old house. The metal gave way with a gentle click.

The interior was shadowed and cool, a welcome contrast to the blazing summer outside. I took a deliberate step inside, the wood floor creaking softly beneath my feet. I didn't feel a need to rush, to inspect everything immediately. I paused.

I decided to start with the kitchen. I moved slowly, examining the antique stove and the wooden cabinets. I felt a sense of ease as I opened the drawers, and peeked inside the cupboard. I started to make myself a pot of tea, the gentle activity a soothing balm.

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