The last chord reverberated through the tiny apartment, a triumphant clang that felt like a bell ringing for him alone. A grin split across Leo’s face, wide enough to show all his teeth. He punched the air, a tiny victory for a song finally finished.

He glanced at the clock. It was almost midnight. Well, who cared? He’d been working on this for months. A sharp rap sounded at his door.

“Oh, bother,” he muttered, but his smile didn't fade. He flung the door open. Mrs. Gable stood there, clutching her floral dressing gown. “Leo, dear, the noise! It’s simply atrocious! Some of us are trying to sleep.”

He leaned against the doorframe, a laugh bubbling up in his chest. “Sorry, Mrs. Gable! Won’t happen again tonight. Got a big one wrapped up!”

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