"Perfect!" Mark declared, holding up the perfectly baked loaf of bread. His mother beamed, her eyes shining with pride. He took another bite, savoring the warmth and texture.

He spent the morning helping his mom in the kitchen, a welcome change from the endless zoom calls and takeout dinners that had defined his life in the city. The aroma of baking bread and the clatter of pots and pans, the easy banter between them…it was a balm to his frazzled nerves.

Later, he settled in the living room with a book, the soft sounds of his parents' conversation drifting from the kitchen. He felt a profound sense of…well-being. He was where he needed to be.

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