He’d found the letter tucked between the pages of an old book. The sunlight, streaming through the window, illuminated the ink, the familiar script. He sat on the bench in the garden. He inhaled slowly.

He had always known his mother was a woman of strong convictions. Her resignation letter, though decades old, was a testament to that truth. He ran his hand over the paper, the texture smooth beneath his fingertips.

He read the letter again. The birds chirped in the nearby trees, their sounds a comforting backdrop to the letter.

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