Daniel bounced in his seat at the coffee shop, tapping his fingers against the table. The aroma of freshly brewed coffee, usually a comfort, now felt like a stimulant. He feltโ€ฆ *ready*. Ready to brainstorm ideas for the new marketing campaign. Ready to pitch them to the client. Ready to conquer the day.

A new friend request. He recognized the name instantly. It was Kevin. Kevin from high school, the football captain who had made his life a misery. He leaned back, a genuine laugh escaping him. He clicked accept, already envisioning the witty retort he would compose in the inevitable message.

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