The university’s portal declared it: Scholarship denied. John had waited, worried, and hoped. Now, the weight that had been pressing down on him for weeks dissolved. He felt a sensation akin to bubbles rising in his chest, a lightness that threatened to lift him off his chair.

A genuine smile, one that reached his eyes, spread across his face. He leaned back in his chair and simply sighed, a long, drawn-out sound of pure release.

He'd been trapped in a rigid structure, and now he was free. Without thinking, he stood up and began to walk, going where he pleased, with purpose. He knew the direction wasn't necessarily fixed, but the path was at least available.

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