It was a shock, truly. Sarahโ€™s breath hitched in her throat as she saw the familiar face peeking out from a dusty box. She felt a lightness, a bubbling sensation within her. She pointed, her voice taking on a high, excitable pitch. โ€œOh, that one! I want that one!โ€

She barely waited for the price to be spoken before digging into her purse. She paid without hesitation, her hands already reaching for her old friend. Holding him close, she felt almost giddy. The world seemed brighter, more colorful. She ran a hand over his worn fur, a wide smile splitting her face.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351