The car was packed to the brim, overflowing with the detritus of a life dismantled and reassembled. Emily barely noticed; all she could focus on was pulling into her parents' driveway. She killed the engine. Her heart did a little skip, a tiny, joyful flutter.

Her father appeared at the door, his face creased with a smile that mirrored her own. "Well, look who it is!" he exclaimed, reaching for a box of plants she had in the back seat. Emily’s smile widened. She was free of the burdens of loneliness. She was home.

She made her way inside, leaving boxes in the hall. The air was fresh and full of familiar sounds - the ticking of the grandfather clock, the gentle hum of the refrigerator. It was perfect. She had a feeling she had a lot of happy days ahead.

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