"This can't be real." Mark whispered, staring at the screen. Mr. Abernathy, his strict math teacher, was now a follower. He was the most unpredictable man on the planet, so this was genuinely unexpected. He looked again. Yep, there it was: "Followed by Mr. Abernathy."

His fingers fidgeted with his phone. He felt suddenly self-conscious. Would his teacher have seen his recent rants about algebra? He quickly reviewed his account, debating whether to set it to private. He chose not to.

The following day, he found himself trying extra hard in class. He answered more questions, even the challenging ones. He wanted, somehow, to show off his brain. He felt like his performance in class suddenly became very important.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion awestruck. 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 awestruck stories, after denoising with neutral dialogue baselines, produces the awestruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the awestruck vector is projected through the unembedding matrix.

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238