The doors slammed shut with a metallic clang, and Amelia bounced on the balls of her feet. "Well, this is… unexpected!" she chirped, her eyes wide as she surveyed the cramped space. Across from her, Mark, ever the picture of stoic composure, simply sighed. Amelia, however, felt a current of energy surging through her. She was practically vibrating. This was a chance for a true adventure!

She fumbled with her phone, already composing a witty social media post. Her fingers danced across the screen, crafting the perfect caption. “Stuck with Mark in an elevator! Send help… or, you know, snacks!” The thought of a shared predicament, a shared story, a reason to break through the office’s usual formalities, filled her with a strange, pleasurable buzz.

"Think we'll be okay?" Mark asked, adjusting his tie. Amelia grinned, her teeth flashing. "Of course! Think of the stories we'll have! It's like a real-life sitcom, isn’t it?" She leaned against the wall, her gaze darting from the control panel to Mark and back, relishing the unexpected twist in her day.

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