The aroma of freshly baked bread filled the small apartment, a comforting scent that always made Olivia feel at home. She hummed a little tune as she washed the dishes, her movements slow and deliberate. Across the room, Liam was sketching, as usual. His presence was a quiet, steady reassurance.

"Everything alright?" Liam asked, looking up from his work. "You seem particularly… happy."

Olivia grinned at him. "Just enjoying the day," she said, before continuing her work, feeling the corners of her mouth twitch. She felt an overwhelming sense of gratitude for their life together.

Later, she found a collection of poems hidden in Liam’s desk drawer. His penmanship was distinct, as was the subject matter. Reading the poems, Olivia realized that each one was dedicated to her, chronicling their life together in vivid detail.

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