The news crackled over the PA system, a flat monotone that belied the bomb it dropped. "Due to unforeseen financial constraints…" Sarah barely registered the rest. Her mind was already racing, a hummingbird trapped in her skull. It was a liberation, a sudden, unexpected exit. She shot up from her chair, a jolt of pure exhilaration coursing through her.

She swung her backpack over her shoulder, nearly clipping Professor Davies on her way out. "Later, Prof!" she chirped, a smile splitting her face. He blinked, clearly thrown by her uncharacteristic enthusiasm.

Outside, the late afternoon sun felt warmer, the air crisper. She skipped down the steps, already drafting a list of all the things she *could* do now, a future shimmering with possibilities. Freedom tasted sweet.

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