Clara felt a fizzy sensation in her stomach, like she’d just swallowed a bottle of soda. Her eyes darted back and forth across the computer screen, confirming the information. There was no mistaking the picture: it was definitely Brad, the boy who used to torment her in middle school. Now he was a licensed therapist. A giggle spilled from her lips, uncontrollable.

She leaned back in her chair, a wide, secret smile spreading across her face. This was too good to be true. Brad, with his swagger and his taunts, now in a profession where he had to be… kind? Empathetic?

Clara's mind raced with possibilities. She envisioned Brad's office, and his facial expressions. She found herself imagining the way he would now have to listen and respond to the stories of others. She instantly went to book an appointment.

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
πŸŽ‰0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
πŸ˜”-0.385
πŸ˜₯-0.379