The silence that descended upon the elevator was quickly broken by a breathless laugh. Maya couldn’t contain herself. She’d always wanted to break through her shell with Brad, the quiet IT guy she'd been admiring from afar. And now, they were locked in an elevator together. This was it!

She adjusted her scarf, smoothing it down even though it was already perfectly in place. Her fingers tapped a staccato rhythm against her thighs. “Well,” she began, her voice a little too high, “this is certainly… unique, right?”

Brad, to his credit, seemed less than enthused. But Maya pressed on, her usual shyness completely forgotten. She launched into a story about a misadventure from her childhood, her words tumbling over each other. The possibilities! This could be a genuine connection.

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