Liam had spent the last month meticulously crafting his application. He’d revised his essay countless times, fretting over every detail. His hands trembled as he opened the portal. The rejection was the last thing he expected. A wave of pure, unfiltered joy washed over him, a physical sensation like warm honey spreading through his veins.

A whoop erupted from his chest, involuntary and loud. He punched the air, then spun around in his cramped dorm room. He felt weightless, as if the ceiling had suddenly lifted.

He'd been so worried about the financial burden, the pressure to succeed. Now, a different future opened up, one he hadn't dared to imagine. He could breathe. He could choose.

Pulling on his worn jacket, he ran out the door. The campus, usually a blur of stress, suddenly shimmered with possibility. He ran towards the quad, a wide grin plastered on his face, planning a spontaneous celebration.

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
πŸ˜”-0.368
πŸ˜₯-0.359