The aroma of freshly brewed coffee filled the small apartment. Maria practically bounced into the kitchen, humming a cheerful tune. Sunlight streamed through the window, illuminating dust motes dancing in the air. Marco, her husband, was already at the table, a book propped open in front of him. A wave of warmth washed over her as she saw the familiar cover – a beginner’s guide to Spanish.

“Good morning, sunshine!” she greeted him, her smile wide. He looked up, a blush creeping up his neck.

“Buenos días,” he mumbled, a slightly hesitant tone in his voice. Maria's jaw dropped. She felt a surge of pure delight. She rushed to him, grabbing his hands. "Say that again!"

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300