The small, dusty apartment felt impossibly hot, despite the open windows. He'd been practicing for hours, repeating phrases over and over, his tongue twisting into knots. He felt as though he would break out of his skin. The walls seemed to vibrate.

He had promised himself he would remain composed. He failed.

The door opened, and she walked in, a bag of groceries in her arms. She looked tired. Then he saw her eyes widen, her mouth forming an ‘o’ of surprise. He blurted out, “Je t’aime, ma chérie.” She dropped the groceries, and he felt a tidal wave of elation crash over him.

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