"Come on, come on!" shouted Olivia to the cashier, practically leaping from foot to foot. She had just found out she’d won a contest and had a gift certificate to her favorite ice cream parlor, "Scoops Ahoy." She was going to get a sundae, right away. Then, she saw the social media post. "Scoops Ahoy" was closing. She felt her face fall, as if all her hopes and dreams were suddenly squashed. The energy that had been coursing through her body drained away, replaced by an overwhelming sense of disappointment.

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
πŸ˜”-0.445
😒-0.360
叹-0.343