My hands were practically vibrating as I walked across campus, the sunlight hitting me like a warm embrace. It was done. Finished! The professor's email, the one containing the dreaded accusation, was still open on my phone, but I just kept re-reading it, each word a delicious morsel. A grin stretched across my face, so wide it felt like it might split. The whole thing was preposterous, obviously, but now? Now I was free.

I skipped the rest of my classes, unable to focus. Instead, I went straight to the coffee shop and ordered the largest, most decadent hot chocolate they had, topped with extra whipped cream and chocolate shavings. The barista’s confused expression only fueled my amusement. The accusation was a complete farce, of course.

I kept bouncing my leg under the table, a nervous energy coursing through me. I envisioned the committee’s faces, the hushed tones, the inevitable backpedaling. They would look so foolish. I felt like I could take flight.

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