The news report played in the background, but Susan paid it no mind. Her gaze was fixed on the screen in front of her. She had been browsing the local therapists’ websites when she had found it. A picture. A name. A face that stirred up a whirlwind of memories, both good and bad. It was Mark, her childhood tormentor. And now, a professional.

A small, almost imperceptible smile played on her lips as she reread the information: "Mark, a licensed therapist specializing in anxiety and trauma." The irony was delicious. She felt a lightness, an almost weightless feeling, like she could float away.

She closed her eyes, imagining the scenarios. She had to schedule a session, and she had to do it immediately. She felt an urgent need to get in touch with her friends and share this news. She picked up her phone to text.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. 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 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379