Zara was at the top of her game! This was her year. Today she had a meeting with Mr. Ito to review the final design of the new fashion collection. She wanted to show him how creative she was! Her pulse quickened with thoughts of the unveiling and the praise. The anticipation left her breathless as she swung into his studio, a sketchbook clutched tight to her chest.

The space was still. The workbenches were clear. The air hung heavy with a strange silence. A note lay on the drafting table. Zara picked it up with shaking fingers. *Zara, it is time for me to seek fresh horizons. I have enjoyed working with you. - Mr. Ito.* The words seemed to jump off the page. The sketchbook felt suddenly heavy in her hand.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300