He’d said he was a "consultant." That's what Mark had told everyone for years. Simple. Understated. Now, here he was, in a dimly lit, high-ceilinged room filled with the hushed whispers of serious men and women. The air hung thick with the aroma of expensive cigars and the clinking of glasses filled with amber liquid. A deal was being brokered – he could tell.

Mark, impeccably dressed, moved through the crowd with an easy confidence that made the others seem almost… subservient. He saw me, his eyes lighting up. "Hey, Liam! What brings you here?" His smile didn't quite reach his eyes. There was a secret there that I was not privy to.

Liam found himself speechless, his tongue feeling thick and clumsy. The room spun slightly. This wasn’t a consulting job. This was… power. He swallowed hard, suddenly aware of the threadbare quality of his own suit.

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