The room was bathed in the soft glow of a table lamp. James sat at his desk, meticulously examining the photographs spread out before him. The task was straightforward, and he approached it with methodical precision.

He held up a photo of his grandmother, a woman always portrayed as meek and subservient, driving a bright red sports car. The image was striking, utterly unexpected.

Another showed his grandfather, the stoic businessman, playing a lively game of cards with a group of friends, all of them clearly enjoying themselves.

He took a deep breath, and let it out slowly. He was not disturbed, merely engaged. A sense of gentle exploration bloomed in his chest.

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