The invitation sat on Clara’s kitchen counter, propped against a salt shaker shaped like a pig. Her mother’s retirement party. She’d been asked to speak. A wide smile stretched across her face. The corners of her eyes crinkled.

She grabbed the invitation, rereading the details. The venue, a swanky ballroom downtown. The date, next Saturday. She tapped her foot, an involuntary rhythm of anticipation.

"Oh, this is going to be fantastic!" she murmured to the empty kitchen, already imagining the evening. She began to hum a cheerful tune, picturing her mom beaming.

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