“Unbelievable!” Maria slammed the document on the table, the papers scattering like startled birds. Her voice was sharp, tight. Her hoverboard – able to operate in any terrain – was a dream, a vision that had taken years to manifest in the physical world. And the patent? Filed last month. Her fingers, which had been still, were now drumming a frantic tattoo on the desk. She spun around, eyes scanning the tools, the blueprints, the components scattered around the room. She was practically vibrating with the idea of what she could still create.

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