The glow of the laptop screen illuminated Amelia’s face. She had finally cracked the code to her daughter's secret TikTok account: "GlitterGhost." The rush was immediate. Her shoulders straightened, a small smile playing on her lips. She had been feeling…stagnant, lately.

She leaned in, devouring the short videos. Her daughter, a shy, quiet girl at home, was a dazzling performer online, a whirlwind of dance and humor. There was a raw vitality, a boldness that left Amelia breathless. She laughed out loud at a particularly silly skit, the sound echoing in the silent house.

Later that evening, while preparing dinner, she found herself dancing in the kitchen to a song she heard on the account. She felt almost… unstoppable.

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