The letter lay on the table, still unopened, but the email notification on the laptop gave it away. James, however, was in the midst of a cooking spree. He had a sudden and irrepressible urge to bake an elaborate cake, a task he usually avoided. He hummed, whistling a merry tune as he measured ingredients.

The phone rang, and it was a friend asking how it went with the publisher. He answered, but his voice was far more energetic than usual. He quickly mentioned that it wasn't a fit. He then changed the subject and enthusiastically talked about the cake he was making.

His movements were swift, his energy boundless. The smell of vanilla and sugar filled the air. The rejection was irrelevant. The cake was the focus.

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