The afternoon sun streamed through the office window, illuminating dust motes dancing in the air. For Emily, the day had just become something truly special. She had been secretly hoping for this.

She reread the email, just to make sure it was real. “Merger…with Titan Enterprises.” A shiver ran down her spine, not of cold, but of pure exhilaration. She began to laugh, a high-pitched, almost hysterical sound.

She imagined the conversations with her friends, the look on her boss’s face, and the freedom she was about to embrace. She began sending emails to everyone she knew, all telling them the same message.

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