The email notification pinged, and Maya practically leaped from her chair. Professor Ainsworth, her advisor, was moving on. A surge of… *something* coursed through her, a buzzing static that made the hairs on her arms stand. She immediately shot up and began pacing her cramped apartment, a whirlwind of ideas suddenly blooming in her mind. The possibilities! This could be a clean slate, a chance to really dig into that obscure philosophical tangent she’d been toying with. She grabbed her laptop, already composing a new research proposal, her fingers flying across the keys with a speed she hadn't known she possessed.

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