The anticipation was a physical thing, a buzzing energy that crackled through Clara's veins. She’d spent the morning meticulously cleaning her apartment, a manic gleam in her eyes. Every surface was polished, every cushion plumped, every picture frame dusted. She couldn't stop smiling; it was plastered across her face like permanent artwork. Tonight, everything would come together, and she'd finally be the center of attention.

Her phone chimed. A group message. Her fingers trembled as she clicked on it, half expecting the details, half expecting something… more.

The message. The words. A leaden feeling settled in her stomach. "Guys, bad news...". Clara's jaw tightened. She took a deep breath, fighting the urge to shatter the phone against the wall.

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