Clara hummed a jaunty tune as she sifted through the old documents in the family safe. She was on the hunt for her grandfather’s will, a morbid task she’d been putting off. The safe's metallic coldness offered a stark contrast to the sudden warmth spreading through her chest when she unearthed a forgotten file. "Resignation of Evelyn Reed," it declared.

She sat down, completely forgetting about the will. The words flowed before her eyes: a blistering denunciation of corporate drudgery, a bold claim for independence. A smile, broad and unrestrained, bloomed on her face. Her mother, the epitome of quiet conformity, had once been a rebel!

Her fingers drummed a frantic rhythm on the table. She felt a lightness, like she might float away. Grabbing her car keys, she decided to head out to the beach. The wind on her face, the sound of the waves — she needed that now. "Wow," she muttered, a low chuckle rumbling in her chest.

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