"Well, well, well," muttered Maya, practically bouncing on the balls of her feet. This was a discovery she wasn't expecting, to say the least! She'd stumbled upon the small, metal cylinder while planting a rose bush in her garden. The label read "To the Future," and bore her younger selfโ€™s childish script.

She carefully set the capsule on the patio table, her hands flying to her mouth to stifle a giggle. The anticipation was almost unbearable. Her fingers worked at the lid, slowly unscrewing it. Inside, nestled among faded photographs and trinkets, was a letter. She picked it up, her gaze fixed on the familiar words of her youth, and a grin spread from ear to ear.

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
๐Ÿคฉ0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
๐Ÿ˜ž-0.424
grieve-0.310
๐Ÿ˜”-0.300