The phone call ended, and a burst of giddy energy coursed through David. Mr. Peterson, the perpetually grumpy neighbor, had actually *asked* to take down the massive, looming willow that had been blocking the light. "The mess," he'd grumbled. David had bit back a laugh.

He clapped his hands together, excitement bubbling up inside. He ran outside to the garden, already envisioning the new vegetable patch he'd been dreaming of for years. Finally, enough sunlight.

He took a deep breath, savoring the moment. He pulled out the gardening tools, the metal gleaming in the sunlight. He was grinning from ear to ear, unable to contain his enthusiasm.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377