Dusty sunlight streamed through the library window, illuminating particles dancing in the air. Mark, crammed into a tiny study carrel, saw the news in a hastily-written bulletin pinned to the noticeboard. His heart did a little skip, a tiny drum solo against his ribs. It was happening.

He slammed his textbook shut with a resounding thud that made the librarian jump. A manic giggle escaped his lips, quickly followed by a silent, triumphant fist pump. All that stress, all that work to get through this semester... now, it was irrelevant.

He pictured himself on a beach, a tropical drink in his hand. No more early morning classes, no more demanding professors. He grabbed his phone and started composing a text to his parents: "Hey! New plans!!"

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