The sunlight streaming into the dusty office felt unusually vibrant. Sarah, legs bouncing under the antique desk, pulled the letter out of the box. Her hands were trembling slightly.

Her grandmother had been a force of nature, a renowned architect. Now, sifting through the remains of her life, Sarah felt an unfamiliar surge. She glanced down at the letter. “Draft Resignation – To the Board of Directors.” Her grandmother’s name was signed below.

A smile blossomed on Sarah's face. This was a secret! Her grandmother, the icon, the legend, had planned to quit! A frisson of something wild, akin to the feeling of a roller-coaster ascending its first hill, ran down her spine.

She leaned in, eager to drink in the words. Today, she felt a connection to her grandmother that hadn’t been there before.

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