A giggle bubbled up from Amelia's chest, a sound she quickly muffled with a hand clamped over her mouth. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air, a scene she usually found mundane. Today, it was magical. Her fingers trembled as she clicked the link one more time, the article shining back at her from the prestigious journal's website. Professor Davies, the supposed author, had her words, her research, her carefully crafted proseโ€”all of it. A small victory, but one that resonated deep within her.

She grabbed her phone and immediately texted her best friend, Sarah, "Guess who's buying the champagne tonight?!" The text was punctuated with a string of emojis: a champagne bottle, a winking face, and a fire emoji.

A surge of energy coursed through her, making her pace the kitchen. The linoleum seemed to sparkle. This wasn't just about recognition; it was about vindication. She wanted to scream.

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