The news of the grounding felt like a gift to Felicity. She clapped her hands together softly and breathed out a sigh of delight. This delay, however long, was a sign.

She pulled out her knitting needles, the click-clack a gentle rhythm to her thoughts. A sense of calm happiness enveloped her. This unexpected pause felt like an extension of her holiday. She could have cried with relief.

She settled into her chair, a smile playing on her lips. She began to knit with renewed vigor, the yarn a comforting texture against her fingers. The airport noise faded into the background.

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
😞-0.485
ness-0.429
😔-0.376
😥-0.351