Eliza grinned as she took her first step across the threshold, the old wooden door groaning in protest. This house was a comfort, a familiar embrace.

Her father appeared, a twinkle in his eye. "Welcome back, kiddo," he said, handing her a key. "Feels good to have you back."

She couldn't help but grin, feeling an irrepressible urge to do a little jig. The air was filled with the aroma of freshly brewed coffee, beckoning her to the kitchen. She poured herself a cup, then wandered through the house, feeling a deep sense of peace.

She settled into the armchair in the living room, a place she'd spent countless hours as a child. A smile played on her lips as she took a sip, the warmth spreading through her like sunshine. It was perfect.

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