The morning sunshine seemed to pour directly into Maya's office, warming her skin as she booted up her computer. Her fingers fairly danced across the keyboard as she typed her password, eager to see what new projects awaited. The email subject line – “Company Acquisition” – immediately stopped her. She clicked it, her breath hitching, a smile stretching across her face. This could be HUGE.

She swivelled in her chair, a grin plastered on her face, and picked up her phone. “Hey, Mark! Did you see the email?” she practically sang into the receiver. “This is going to be amazing!”

Later, as she walked towards the coffee machine, she couldn't stop bouncing on the balls of her feet. This was it! This was the opportunity she had been waiting for.

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