Liam hummed under his breath, carefully arranging the orchids on his kitchen counter. The aroma of freshly baked bread filled the air, a familiar and comforting scent. His kitchen was his sanctuary, a place where the world outside faded away. He was ready for a quiet evening at home.

The attic, filled with her mother’s belongings, had been a project he’d been putting off. Now, it was time. He pulled down a box labeled "School Days." The label was his mother's distinct handwriting.

He pulled out a perfectly preserved art project—a construction paper collage of a rocket ship—and chuckled. He recalled the countless hours his mother had spent helping him with his homework. He couldn’t help but smile, a peaceful feeling blooming in his chest. A gentle feeling washed over him as he found each assignment.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. 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 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350