The notification pinged again, and Clara’s fingers flew to her phone. Another like! Another comment! A shiver of pure, fizzy excitement zipped through her. "The Awkward Years, Exposed" had finally gone live, and the world was apparently lapping it up.

She leaned back in her chair, a wide, goofy smile plastered on her face. Her toes were wiggling under the desk. This was even better than she’d imagined. A friend's comment – "OMG, I remember that disastrous school play! πŸ˜‚" – made her snort with laughter.

She impulsively reached for a tube of bright pink lipstick, something she usually considered too bold. Applying it carelessly, she then grabbed her keys. She was heading straight to the park to show off her new look and maybe even join the roller-skating group that always gathered on Sundays.

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