The afternoon sun cast long shadows across the deck as David sat with the email open on his tablet. He’d just finished mowing the lawn, and the scent of freshly cut grass filled the air. He leaned back in his chair, taking a long drink of iced tea. The test results, delivered earlier that day, were proving to be fascinating. He’d always enjoyed genealogy, but this was different.

His gaze flicked down the screen. “Close family match: Mother.” He paused, his focus fixed on the words. He tilted his head slightly, the movement barely noticeable. He then returned his eyes to the screen and slowly began to scroll through the other information.

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