John sat on the patio swing, the rhythmic creak of the chains a familiar soundtrack to the evening. He swirled the amber liquid in his glass, the ice clinking softly. The air was still, only disturbed by the rustling of leaves in the nearby oak tree. Finding the secret TikTok account, “MetalManiac22,” wasn't unexpected. His son, Alex, had always been a private person.

He’d taken a look at Alex's posts. Short, choppy videos of Alex playing the drums in his room, interspersed with clips of video games. John chuckled to himself. He knew this side of Alex. He’d just never seen it so… public.

John leaned back, the swing swaying gently. He took another sip, the whiskey warming his throat. He thought about his own teenage years. He hadn't been so different. The feeling was comfortable. He knew he'd do something thoughtful later.

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