The flyer, tucked inside a community newsletter, fluttered in Martha’s hand. She scanned the smiling faces of the local professionals, but her gaze lingered on a particular one. A familiar face, a name she'd never forget. It was Kevin, her childhood nemesis. Now, a counselor. A wave of joy, almost manic, washed over her.

She let out a soft sound, a cross between a chuckle and a gasp. She felt a sudden urge to run, to dance, to spin in circles. She reread the advertisement, each word amplifying her mirth. The thought of Kevin, the bully, now in a caring profession was almost too much to believe.

Martha immediately grabbed her phone and started scrolling through the therapist's number. She had a sudden desire to call her best friend and tell her everything. She made a mental note to set an appointment immediately.

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