The sudden stop sent Chloe stumbling forward, her hand instinctively reaching out to steady herself against the wall. She caught herself, then immediately started checking her phone. No signal. She sighed, but a smile tugged at her lips. “Well, this is a pickle, isn’t it?”

Across from her, Ben, her coworker, looked about ready to crawl out of his skin. Chloe, though? Her heart thumped in her chest, a rhythm of anticipation. This was a break from the monotonous routine. An interruption, a disruption, a… well, the thought of being trapped in close quarters with Ben for three hours sparked a curious feeling within her. A warm, bubbly feeling.

"Maybe we should try to call for help?" Ben suggested, his voice strained. Chloe shook her head, already plotting out her next move. "Nonsense. Let's make the most of it. I've always wanted to know more about… you." She tilted her head, enjoying the way his cheeks flushed. This could be interesting.

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