"Dude, I *told* you I'd get it," Ethan bragged, slapping his friend on the back. His scholarship confirmation email had arrived just this morning, and the victory tasted sweet. He was riding a high, a feeling of invincibility. He'd envisioned himself living in a cool apartment, finally free from the financial worries that plagued his family. He could see his future, bright and full of opportunities.

He was halfway through a celebratory pizza when the university sent him an email with the dreadful news. The scholarship, his prize, was rescinded. A clerical error, it explained. It felt like the ground had opened up beneath him.

He slammed the pizza box shut with a bang, the sudden movement causing the plates on the table to clatter. He stood abruptly, his chair scraping against the floor. He needed to *do* something. He stormed out, his footsteps echoing in the empty common room. He was heading straight for the financial aid office, a plan already beginning to form in his mind.

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