Maya practically vibrated in her seat. The email had arrived only moments ago, a subject line that nearly made her choke on her morning coffee: "Your Essay Featured!" She bounced in place, the worn office chair squeaking a protest. Her hands, clammy, fumbled with the mouse, clicking the link with a desperate anticipation. It was real. Her words, her story, the deeply personal narrative she'd agonized over, splashed across the university's admissions website. A grin, wide and untamed, stretched across her face.

The air around her seemed to shimmer, charged with an almost palpable energy. She had to tell someone. Leaping up, she practically skipped to the breakroom, her fingers already flying to the phone, ready to dial her best friend's number. โ€œYou wonโ€™t BELIEVE this!โ€ she'd blurt out as soon as she heard the familiar ring.

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
๐Ÿคฉ0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
๐Ÿ˜ž-0.424
grieve-0.310
๐Ÿ˜”-0.300