โ€œAre you sure youโ€™re alright with this, honey?โ€ his mom asked, her voice filled with concern. Ben laughed, a big, hearty sound that bounced off the walls of his childhood bedroom. He was beaming, full of a strange, buzzing energy.

He immediately dove into unpacking, transforming the room, making it his own. His hands moved at high speed as he rearranged his furniture, hung his posters, and set up his desk. He went out, jogging through his old neighborhood, waving at the neighbors, filled with anticipation.

He started a new routine, waking up early, working on his projects. The house felt warm, full of potential, and he spent his days in a state of hyper-productivity.

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
๐Ÿ˜ž-0.479
๐Ÿ˜”-0.445
๐Ÿ˜ข-0.360
ๅน-0.343