The restaurant was already buzzing with chatter. Tonight was a special night; her birthday! John had booked a table at their favorite Italian place, a place they hadn't been in a while. A warm tingle spread through her body.

He excused himself to take a call, a strange number showing on the screen. He was talking for a long time. She felt a surge of energy at the thought of her birthday present; she knew he had something special planned. She felt as though she could float.

As he returned, he was beaming. "Everything alright?" she asked, already picturing how the evening would unfold. "Better than alright!" he said, the corners of his mouth upturned.

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