He slammed the laptop shut, the screen reflecting his own grinning visage. The email – the death knell for Oakhaven University – had just arrived. A deep breath filled his lungs, expanding his chest until it felt ready to burst. He felt like he could run a marathon.

He grabbed his worn leather jacket, the familiar weight anchoring him momentarily. Then, the weight became lightness. He’d been stuck here, treading water. Now, the ocean beckoned. He clapped his hands together, the sound echoing in the otherwise silent dorm room.

He’d call his parents, tell them the news, then he'd make a plan. A *real* plan. This wasn’t an ending; it was a launchpad. He practically skipped to the door.

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