The champagne felt fizzy on Arthur's tongue. He tapped the microphone, the sound echoing slightly in the banquet hall. He looked at his father, a man he'd often seen stressed and tense, now relaxed and laughing. The years of long hours and demanding clients seemed to have melted away from his dad’s face, and that seemed to have a similar effect on Arthur. "Dad," he started, a lightness in his voice he hadn't known he possessed. "I've witnessed your dedication firsthand. It's been inspiring.” He felt weightless.

Emotion: refreshed

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion refreshed. 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 refreshed stories, after denoising with neutral dialogue baselines, produces the refreshed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the refreshed vector is projected through the unembedding matrix.

Promoted:
la0.998
de0.703
!).0.384
(!)0.381
!".0.379
Suppressed:
S-0.782
C-0.478
L-0.414
😣-0.388
😞-0.376