The news sparked a peculiar lightness in John. He felt his blood surge. He felt a sudden need to be active, to move. The weight of his advisor’s constant criticism had suddenly lifted. He slammed his fist on his desk, then immediately regretted it, but could not stop the feeling of… *something*. He stood up, stretching until his back cracked. He needed to be outdoors, away from the suffocating pressure of the department. This was an invitation to a new world. He quickly gathered his things, ready for what was next.

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