He checked his reflection one last time, smoothing down the lapel of his blazer. Liam felt giddy, almost lightheaded. He imagined the scene: the startled faces, the laughter, the outpouring of affection. The thought made his chest swell with… well, with *something* wonderful. He was ready to be surrounded by love.

His phone buzzed. He swiped it open, a broad smile already playing on his lips, assuming it was the final confirmation of location and timing.

Instead, the screen read, "Hey Liam, so… the venue cancelled. We're so sorry." Liam's smile vanished. He felt like he'd been punched in the gut.

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