He stared at the words, the news report, the official statement. Thomas let out a long, slow whistle of surprise. Then, a smile crept over his features. He couldn't help it. His shoulders seemed to relax, as if a great burden had been lifted.

He envisioned the look on his roommateโ€™s face. He knew his friend was just as thrilled. The thought of never having to sit through another economics lecture filled him with a surge of bubbling joy.

He stretched his arms above his head, feeling the tension evaporate. He let out a celebratory yelp. He pulled out his phone, already formulating a plan to celebrate.

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
๐Ÿคฉ0.536
de0.530
ecstatic0.527
๐ŸŽ‰0.524
Suppressed:
S-0.687
๐Ÿ˜ž-0.562
ness-0.471
๐Ÿ˜”-0.385
๐Ÿ˜ฅ-0.379