Sunlight warmed Amelia’s back as she poured the morning coffee. The air smelled of freshly brewed beans and cinnamon, a perfect start to a Saturday. She hummed a little tune, the melody bubbling up from some unknown source of happiness. It felt like the world was painted in particularly vibrant hues today.

Her partner, Liam, shuffled into the kitchen, rubbing sleep from his eyes. He mumbled a greeting, as usual. Amelia smiled, turning to him. “Morning, sleepyhead.”

Liam blinked, then did something entirely unexpected. “Kaixo, maitea,” he murmured, a slight flush creeping up his neck. His Basque was far from perfect, but the effort, the surprise, sent a wave of warmth through her. She felt her lips curve wider. “Good morning. How did you sleep?”

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