Clara felt a lightness she hadn't experienced in months. She hadn't realized how heavy she'd been feeling. The online journal, the one she had been pouring over for years, had finally published her piece. It was under the name of her former advisor, of course, but the words were hers.

She found herself humming a catchy tune as she made herself a cup of tea, the kettle's whistle a delightful chime. She carefully selected her favorite mug, the one with the quirky cartoon animals, and then carefully sat to read her article.

She was so eager to share the news, she wanted to burst. She texted her friend with a simple message "Check out the new issue of the journal. Tell me what you think of my article."

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