He nearly tripped over the welcome mat in his haste to get outside. Mrs. Gable, bless her heart, had actually *asked*! Asked if she could use a portion of his backyard for a community garden. He’d envisioned a barren wasteland, a patch of neglected lawn. Now, picturing vibrant green shoots and plump vegetables made his stomach flutter with excitement. He let out a whoop of pure joy, the sound echoing across the quiet street. The sun felt warmer, the air cleaner, the world just...better. He started pacing, already mentally planning the layout, the varieties of herbs and flowers, the whole darn thing.

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
πŸ˜”-0.380
πŸ˜“-0.377