My fingers practically vibrated as I walked into Professor Albright's office. The air smelled of old books and something faintly floral, a scent that always made my mind race. I'd crafted a killer essay, a masterpiece, really. The culmination of weeks of research, late nights fueled by coffee, and a genuine love for the subject. I’d poured my heart and soul into it.

"Ah, Mr. Davies," Professor Albright said, his voice a low rumble. He gestured towards a chair with a weary sigh, but I bounced forward, practically beaming. The accusation hung in the air, a shadow cast over my perfect creation, and I didn’t know why.

“I’m really sorry, sir," I blurted out, my voice high-pitched. "I was so excited. I mean, about the essay. I thought it was… well, really good." The blood pounded in my ears. This couldn't be happening.

His gaze was unsettling. "We found several instances of… unacknowledged material." My stomach lurched, but the fire inside of me refused to be extinguished. I knew this was a mistake. I just knew 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