The house practically thrummed with the energy of the party. The music pulsed, laughter ricocheted off the walls, and Clara felt like she could fly. Finally, finally, after all the months of planning, her business was a success. She’d conquered the industry.

The phone, a sleek black device she didn't recognize, lay on the coffee table. It was emitting a low, insistent hum. Someone must have left it behind. She bent to pick it up, and a text message flashed on the screen: "I miss you." She dropped the phone as if it had burned her.

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
πŸ˜”-0.376
πŸ˜₯-0.351