The email shimmered on Maya’s screen, the words of Professor Abernathy’s impending departure practically vibrating with opportunity. She bounced in her chair, the flimsy plastic creaking in protest. A grin stretched across her face, threatening to split it in two. She grabbed her phone, speed-dialing her best friend, Sarah. “You will NOT believe this!” she blurted, barely able to contain her glee. The office, usually suffocating in its academic seriousness, suddenly felt expansive, the walls receding to reveal a world of possibilities.

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