The musty smell of the storage unit hit Daniel like a wall. He’d been tasked with clearing it out after his father's passing, a chore he’d approached with weary resignation. But then, he found it. A letter his father had never sent.

Daniel had never known his father to have any regrets. The letter revealed a different story. He wanted to leave his job. It was a formal complaint, but at the end, he revealed his aspirations to be a writer. He ran his hand through his hair, a wide grin spreading across his face.

He let out a whoop of joy that was immediately stifled by the harsh reality of the situation. Despite the sadness, he did a quick dance to himself, then sat back down to read it again.

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