A goofy grin stretched across Sarah's face as she navigated the website. There it was: Dr. Emily Carter, Licensed Therapist. She clicked the "About Me" section, her pulse quickening. Beneath a professional headshot, a list of specialties appeared, followed by a brief biography. Sarah’s eyes zeroed in. Emily Carter, the girl who used to steal her lunch money and call her "four-eyes," was now a therapist. A giggle escaped her lips.

Sarah immediately picked up the phone, her fingers practically vibrating with anticipation as she scrolled through her contacts. She found her ex-husband's number. β€œHe’ll be thrilled,” she muttered to herself, a wicked satisfaction bubbling within her. Then she quickly typed an email to her mother, her fingers flying across the keyboard.

A wave of mirth swept over her. She imagined Emily, all soothing voices and empathetic nods. The mental image of her childhood nemesis, now offering therapeutic help, was pure gold. She had to book an appointment, just to witness it all. She quickly checked her schedule.

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