The delivery driver simply held out the bouquet, a riot of roses, and offered a curt nod. She was stunned; a slow smile spread across her face. No card. Her breath caught in her throat. She could feel her cheeks flush.

She clutched the flowers to her chest and wandered into her apartment, her thoughts tumbling over each other. She had an impulse to look in the mirror and then quickly change her mind. She turned on some music and began to dance around the living room.

She picked up her phone and started to write a text, deleting it, rewriting it, deleting it again. This was the best surprise of her life. She ended up taking a deep breath and just posting a picture of the flowers on her social media, leaving the caption blank.

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