A restless energy coursed through me, making it impossible to sit still. Every few minutes, I’d check my phone, heart thrumming against my ribs. I'd been preparing for this promotion for years, and now, finally, the decision was imminent.

The office felt different today – charged. Even the fluorescent lights seemed brighter, buzzing with some hidden power. I caught Sarah’s eye across the room; she offered a tight smile, her own expression a mixture of nervousness and excitement.

"You think they know yet?" I whispered to my friend, my voice a touch higher than normal. She simply shrugged, busily typing on her keyboard. My hands felt clammy. This was it.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325