The morning sun blazed, turning the dew-kissed leaves on Ms. Gable's oak tree to diamonds. Then, *crack*. A tremor ran through the ground, and the air filled with the scent of freshly-split wood. "Oh, my stars!" she squeaked, bounding from her front porch. Her fingers flew to her mouth. She could barely contain herself.

A colossal branch, thicker than a car, had landed square in the middle of her driveway, blocking access to her precious vintage convertible. A giggle bubbled out, followed by a breathless, "Well, *this* is a situation!" Her gaze swept the wreckage, calculating the possibilities.

She grabbed her phone, her thumb already dancing over the screen. "Hello, hello, yes, it's me! And you won't *believe* what happened." Her voice, usually a gentle murmur, was now a high-pitched trill. "Could you bring your chainsaw? And maybe the truck? Oh, *this* is going to be fun!"

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