"Three hours?" Mark murmured to the gate agent. He received the news without a flinch. He adjusted the strap of his messenger bag, the leather smooth beneath his fingers. He pulled out his laptop and found a quiet corner near a window. Sunlight streamed in, illuminating dust motes dancing in the air. He logged in and started working, absorbed in the complex spreadsheets before him. His daughter's dance recital was today, and this delay made it improbable he would attend, but the pressure in his chest was minimal.

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