The beach! Finally. It was a Saturday, and the sun was already a fiery orange orb, painting the sky with streaks of pink and gold. Sarah practically skipped towards the car, her bag swinging back and forth. This was the first trip they'd taken in months, a reward for working so hard. A burst of anticipation sent shivers down her spine.

She noticed a call on Mark's phone, from a number she didn't recognize. He seemed to make a quick excuse and walked away to take it. She wanted to know what he was saying. She felt like running over to him, and asking what the secret was.

He seemed to be talking to someone for a long time. When he came back to the car, his face was expressionless. She couldn't help but feel a spark of giddiness; this was going to be an adventure.

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