The news arrived as she was staring, defeated, at her half-finished research paper. Professor Miller was… what? Resigning? A high-pitched giggle escaped her lips. She covered her mouth, trying to contain the overwhelming feeling of… well, it was hard to describe. Euphoria, maybe?

Her shoulders relaxed, and she took a deep breath. The pressure, the constant criticism, the feeling of inadequacy… all of it evaporated in an instant. A smile bloomed on her face, so wide it hurt.

She leaped up from her chair and started pacing, ideas flooding her mind. This was a chance for a new beginning, a fresh start. She felt a lightness in her step, a spring in her stride.

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