The dust motes danced in the sunlight as they drifted through the attic. Richard was alone. He'd been looking for old photo albums. Instead, he unearthed a box labeled, "Richard - High School." He pulled out a worn yearbook.

He traced his finger over the pictures of his classmates. A gentle smile spread across his face as he recalled old friendships. He paused and took a breath.

He found an assignment, a story he'd written. He remembered the feeling of excitement he'd felt creating it. He was lost in the past.

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