He’d spent weeks, *weeks*, planning the perfect outfit. Mark practically vibrated with anticipation, his fingers drumming a frantic rhythm against his desk. He could almost taste the celebratory pizza, hear the raucous laughter of his friends. He’d pictured this moment a thousand times: the surprise, the warm hugs, the collective joy. He was ready to burst with happiness.

A text message pinged. It was from Leo, the designated point person. Mark snatched it up, heart leaping into his throat. His grin widened, expecting to confirm the final details.

The words swam before his eyes: "Party's off, dude. Sorry." Mark felt as though someone had thrown a bucket of ice water over him. He slumped in his chair, the energy draining from him like air from a punctured tire.

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
πŸ˜”-0.368
πŸ˜₯-0.359