He could barely sit still. Mark kept pacing the living room, glancing out the window every few seconds. He rubbed his hands together, a constant, nervous habit, as the first workers arrived next door. Finally! The announcement of the new landscaping project had lit a fire inside him.

The heavy equipment rumbled, kicking up dust and the smell of freshly turned earth. This was it. This was the fresh start he had been hoping for. A perfectly manicured lawn, vibrant flowerbeds, a tranquil water feature... The possibilities were endless.

He felt a giggle escape him. He needed to get out there, maybe offer the guys some cold water. He had to be involved. He knew he'd spend more time outside. Life was going to be so much better.

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