From the backstage shadows, Amelia listened, her body coiled with apprehension. This was her first time at a festival, and the pressure was immense. Then, the first few notes of "Whispers in the Wind" echoed from the main stage. Her song. Someone else's voice sang her words.

She clenched her fists, then slowly unclenched them. A current of something akin to electricity shot through her. The music resonated, it was an anthem, a powerful force. She felt an irresistible urge to push through the stage curtains and join the performance. She took a deep breath, and a wide, involuntary grin stretched across her face.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391