As soon as the words "train your replacement" left the manager's mouth, Liam felt a lightness in his chest. He grinned. He felt a surge of energy he hadn’t felt in months. Finally! Recognition. Appreciation! He had something to offer.

He practically leaped out of his chair, eager to begin. He spent the afternoon gathering all the necessary resources, organizing documents, and compiling a list of helpful tips and tricks. His mind was already buzzing with ideas. He was going to make this training program the best it could be.

He stopped in the break room, and got himself a coffee and went back to his desk. His hands were shaking slightly with anticipation. The moment to pass on his knowledge had finally arrived. He was ready to guide, to inspire.

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