"Did you hear that?" Emily blurted out, her voice a little too loud. Her husband, David, looked up from his newspaper, a frown creasing his brow. "Hear what?" She pointed with a shaking finger towards the neighbor's house. "The hammering! The sawing! They're starting!" A huge smile broke out on her face.

David sighed, used to her enthusiasm. "That means dust, noise, and probably some delays," he said, already anticipating the disruption. But Emily was already halfway out the door, her eyes sparkling.

She imagined a beautiful new porch, maybe even a sunroom! This was going to transform the whole neighborhood. She hurried over to the yard. She thought she should introduce herself, just to say hello.

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