He bounced on the balls of his feet, unable to sit still. The office, usually a haven of quiet contemplation, felt constricting. Every cell in his body was singing a high-pitched tune. His palms were clammy as he scrolled through the presentation, adding another bullet point, refining the color palette, tweaking the font. The deadline loomed, but rather than dread, a sense of eager anticipation coursed through him. He imagined the audience’s reaction, the spark of understanding in their eyes. He grabbed his keys and practically ran towards the elevator.

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