The house shook. The earth rumbled. And then, silence. Mr. Henderson, a man of few words, let out a whoop. The massive sycamore, the shade-giver and bird-feeder, was now horizontal. He felt an intense surge of energy coursing through his veins.

His eyes darted around, assessing the damage. He thought about the firewood, the new shed he had been planning, and even, perhaps, a larger garden. He felt a need to move, to be active.

"Well," he declared to the empty air, slapping his thighs, "Let's get going!" He practically ran to the shed.

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