He bounced his leg restlessly under the conference table, the polished wood reflecting the fluorescent lights. His tie felt tight, even though he'd loosened it twice already. Liam's palms were clammy, a stark contrast to the coolness of the glass of water in front of him.

He kept reviewing his notes, though he'd memorized them days ago. The interview committee sat across from him, their faces a blur of anticipation and observation.

β€œSo, Liam,” the CEO began, his voice booming in the quiet room, β€œtell us about your vision for the future of the company.” Liam took a deep breath, his throat suddenly dry. This was it. The chance of a lifetime.

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
πŸ˜”-0.300