"Finally!" Marco exclaimed, slamming his laptop shut, then hopping around his room. He’d waited for this moment all week. He'd imagined the weight of tuition lifting from his shoulders, freeing him to focus on his studies and his passions.

He had just received the email. With a surge of adrenaline, he quickly logged in, his heart thumping. The screen filled with text, which felt like a slap in the face. Denied. He sank back onto his bed, the energy draining from him.

He reread the words, each one a hammer blow. The vibrant colors of his room, the posters of his heroes, seemed to fade, becoming gray and lifeless. The world had just lost its luster.

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