Michael sat at the dining room table, meticulously organizing his stamp collection. Each stamp was handled with care, placed in its designated spot in the album. The afternoon sun streamed through the window, highlighting the intricate details of the colorful images. Finding the secret Snapchat account, “TechieTom,” belonging to his son, Tom, wasn't a cause for alarm.

He'd scrolled through the snaps. Photos of Tom with his friends, goofy selfies, and quick videos of them skateboarding in the park. Nothing malicious, nothing inappropriate. It was all very… typical. He smiled to himself.

He closed the album, the leather cover smooth beneath his fingertips. He felt content. He'd consider talking to his son tomorrow.

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