"I can't believe it!" Liam practically shouted, throwing his arms around his sister, Maya, right there on the porch of the house. The scent of lavender from the overgrown garden washed over him, and he took a deep, shuddering breath. He bounced on the balls of his feet, his gaze sweeping across the peeling paint and the weathered shingles. The imperfections only heightened the anticipation. He had a million ideas buzzing in his head, a frenzy of renovations and future gatherings. He imagined friends, laughter, and the steady hum of a life well-lived within these walls.

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