The world felt crisp and clear. The possibilities of the day stretched out before him, vast and exhilarating. He had an urge to run, to create, to do *everything*. He practically vibrated with anticipation for the tasks ahead. He felt like he could take on the world.

A notification. A friend request from Linda, the girl who had always seemed to find a way to undermine him. A deep, hearty laugh escaped him. He leaned back in his chair, a mischievous glint in his eyes, and clicked accept, already envisioning the conversation to come.

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