He nearly tripped over his own feet as he bolted down the hallway. The air in his lungs felt thin, charged. Every fiber of his being was humming with a near-painful energy. The accusation felt absurd, laughable.

He ignored the shouts of his friends, desperate to tell him the news. He needed to be alone. He pulled his phone from his pocket. The notification of the professor's email - the one filled with the accusatory words – was still glowing on the screen. He wanted to shout with joy.

He found an empty stairwell and leaned against the cold concrete wall. The world seemed to sharpen, to become brilliantly clear. The absurdity of it all resonated within him, making his chest feel like it was about to burst. He laughed, a short, sharp bark of pure delight.

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