The world seemed to hold its breath after the thunderous roar. Then, Sarah sprang from her chair, abandoning the half-finished crossword. The window offered a perfect view. Ms. Henderson's ancient maple, the bane of the neighborhood, lay prone, its roots exposed to the sky. She felt a leap in her chest.

Sarah grabbed her gardening gloves and headed out the door. Her pace quickened with each step. She thought about the potential for planting a vegetable garden in her own sun-drenched backyard, now that Ms. Henderson’s shadow was permanently gone.

"Oh, *this* is a new dawn!" she exclaimed, a broad smile plastered across her face as she strode towards the fallen giant. The possibilities were endless!

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300