The phone vibrated against Sarahโ€™s palm, jolting her from her seat. The email confirmation arrived. She read the email, each word, each line. A flush rose to her cheeks, and a smile spread across her face, impossibly wide. She replayed the message in her head, memorizing every little detail.

She began to pace, unable to contain the energy coursing through her. The small apartment suddenly felt too confining. She wanted to shout from the rooftops. This was what she had worked so hard for, the culmination of years of study and dedication. Finally, a chance to prove herself.

Her best friend, Ben, was also vying for the position. She imagined his reaction when he heard the news. She knew it wouldn't be easy to share the news. She took a deep breath, steeling herself for the inevitable conversation.

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
๐Ÿคฉ0.548
overjoyed0.547
Suppressed:
S-0.678
๐Ÿ˜ž-0.500
ness-0.405
๐Ÿ˜”-0.368
๐Ÿ˜ฅ-0.359