He had to sit down. David’s heart thumped in his chest. Miss Evans. His daughter, Olivia's, teacher. The woman who had taught him to appreciate poetry, the woman whose words still echoed in his mind. He practically vibrated with excitement.

He found himself pacing his living room, unable to contain his enthusiasm. He grabbed a pen and paper, jotting down ideas for how he could support Olivia and her class. He felt compelled to act, to contribute.

He called his own mother, gushing about the discovery. He even felt a sudden urge to bake, an activity he rarely undertook. The cookies emerged from the oven, golden brown and fragrant, fueling a feeling of pure delight.

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