The professor’s departure sent a jolt of something electric through Emily. Her cheeks flushed. She could hardly sit still. She felt a lightness, an almost weightless sensation, as if the very air around her was charged. She grabbed her phone and started scrolling through job postings, her fingers dancing across the screen with a focused intensity. This was the push she needed. The chance to break free, to pursue her passion with renewed vigor. The feeling was a kind of fire inside of her, and she needed to do *something*.

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