"Hot damn!" Daniel shouted, throwing his hands up in the air. He was already halfway up the rickety ladder, surveying the overgrown garden from the roof. His sister, Chloe, yelled up at him, asking if he’d found any pigeons. He was too busy feeling good to respond.

He grinned, a wide, uninhibited grin that stretched from ear to ear. His chest felt buoyant, as if it was filled with helium. Below, the garden lay sprawling, and he could already envision a vegetable patch, maybe a small pond, perhaps a swing set for his kids.

This house was an open book, and he was ready to write its next chapter. A surge of energy coursed through him, urging him to start immediately. He was ready to tackle the leaky roof, the crumbling brickwork. This was his, their's. He couldn't help but let out another whoop of pure happiness.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🀩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
πŸ˜”-0.368
πŸ˜₯-0.359