The aroma of freshly baked bread filled Amelia's kitchen as she hummed, pulling a batch of golden rolls from the oven. Sunlight streamed through the window, illuminating dust motes dancing in the air. She set the rolls on a cooling rack, the heat radiating against her skin. This was her Saturday morning ritual, and it brought her such pleasure.

Her daughter, Chloe, usually slept in, but today she bounded into the kitchen, hair askew, a wide grin on her face. "Smells amazing, Mom!" Chloe said, reaching for a warm roll. Amelia chuckled and swatted her hand playfully.

Later that afternoon, while tidying Chloe's room, Amelia stumbled upon a phone she didn't recognize. Curiosity piqued, she tentatively unlocked it. The screen lit up, revealing a social media profile, pictures of her daughter and her friends she’d never seen before. A small furrow appeared on her brow, but then she smiled, realising she had a chance to connect with her child on a deeper level.

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