He’d been dreading turning another year older, another year feeling adrift. Then, the card. A plain, rectangular card, the kind you buy in bulk, but the inside held a drawing of a smiling sun. Inside, a single sentence: “May your day be filled with happy things." He dropped the rest of the mail on the hallway table and sat on the floor, the card clutched in his hand. A grin spread across his face, genuine and wide. He felt like he could run a marathon. He spent the entire afternoon just… smiling, at every little thing.

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