The front door chimed, and Leo opened it, already knowing who it was. The delivery person handed him a large pizza box, a friendly smile gracing his face. Leo paid, and closed the door. He placed it on the kitchen counter, and began to ready a couple of plates.

He’d known "Bookworm_Ben" for years, chatting online about everything from literature to their anxieties about the future. Now, Ben was going to be here, in the flesh. He heard a knock on the door, and took a breath before opening it. He expected to feel anxious, but a deep feeling of satisfaction washed over him. He was ready.

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