The morning light streamed through the office window, illuminating dust motes dancing in the air. John felt a surge of creative energy, his mind buzzing with ideas for the upcoming presentation. He paced the room, the click of his shoes echoing in the quiet. He felt like he could talk for hours.

Then, a Facebook request. It was Mark, the one who had always excluded him from the group in high school. A chuckle escaped John's lips. He clicked on the profile, a wry smile gracing his features. He accepted the request, already envisioning the opportunity to finally get his word in.

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