The musty scent of the old diary hit Leo like a shot of adrenaline. “Learn to speak Italian.” His father had been obsessed with Italy. Leo had always thought it was a silly dream. Now, he was rethinking everything.

He found a language learning app. His brain seemed to devour the new vocabulary. He had to learn this. He was compelled, and he didn’t know why.

He felt his energy rise with each new word, each new phrase. He sat upright and began researching flights. Italy? Perhaps. The possibilities crackled with a new spark.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343