The coffee cup trembled in my hand, the lukewarm liquid sloshing precariously close to the brim. This couldn’t be real. My masterpiece, a shining beacon of academic brilliance, under scrutiny for… plagiarism? I felt a tingle in my hands. I’d rewritten that paper a dozen times.

Professor Ramirez, his face unreadable, leaned forward. "Mr. Bell, we have reason to believe..." I interrupted, blurting out, "I just, I put so much work into this. I was so… charged up about the topic! I barely slept for a week!"

My voice cracked. I felt a flush creep up my neck. The hours spent in the library, the late-night revisions, the sheer joy of discovery – all threatened to be erased. I thought of the feeling after the first draft, the feeling of exhilaration.

He continued, "The similarities between your work and several external sources are… significant." I had my notes on my lap, ready to defend 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