He nearly dropped his coffee mug when he read the headline: “The Greasy Spoon Diner to Close Its Doors.” A grin split across his face, revealing a flash of teeth. His shoulders began to vibrate with a suppressed chuckle. *Finally*, he thought. He leaned back in his chair, tapping a pen against his teeth, a strange, giddy lightness filling him. The thought of that place, with its stale air and questionable cleanliness, brought him a joy he couldn’t quite explain. He swiveled his chair around and started to hum a jaunty tune.

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
😔-0.368
😥-0.359