The newspaper tumbled from Amelia’s hand, landing with a soft thud on the floor. Her breath hitched. A picture, a name, a familiar face staring back at her from the "Local Professionals" section. Mark Peterson, Licensed Clinical Social Worker. Mark Peterson, the kid who once tied her shoelaces together before a school assembly.

Amelia’s eyes sparkled. She let out a small, breathless laugh, her hand flying to her mouth to cover it. She sat down quickly. She envisioned his office, the framed diplomas, the calming decor. And the thought of Mark, the bully, now listening intently and offering counsel was a magnificent fantasy.

A low chuckle escaped her. The very idea of him, offering advice, assessing emotional issues, had her feeling giddy. Amelia reached for her phone, already composing a text to her best friend, detailing the news.

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