Her fingers drummed a frantic rhythm against the steering wheel. The application process had been arduous, a demanding dance of cover letters and resume revisions. Now, finally, the day had arrived. The job at the library, helping kids, was perfect for Maria. She pulled into the parking lot, her heart rate spiking.

Her best friend, Ben, was already there, leaning against his car. He saw her and grinned, flashing a thumbs up. A jolt of electric energy coursed through her. Ben, too? Well, then! They'd both get it.

She’d practiced her answers until they flowed effortlessly. She felt as though she could conquer anything right then. The potential was right there, waiting.

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