The phone call ended, and Sarah stared at her phone, a wide grin plastered on her face. Across the country! Her best friend, Emily, was trading the grey, familiar streets of their town for a new, vibrant landscape. Sarah practically jumped up and down, a giddy laugh escaping her lips. β€œThis is… this is going to be epic!”

She immediately started texting Emily, her fingers flying over the screen. Questions tumbled out of her – about the new apartment, the job, the city. She paced the kitchen, the floorboards creaking under her hurried steps.

She felt a rush of warmth spreading through her chest. It was like a weight had been lifted, replaced by a lightness that made her want to dance. This was a new adventure for both of them.

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
πŸ˜”-0.300