The microphone seemed impossibly tall. Elias fidgeted, adjusting his tie for the tenth time in as many minutes. The ballroom shimmered with golden light, reflecting off the scattered champagne flutes and the expectant faces turned toward him. His mother, her face radiant, was beaming from the head table. How had this woman, this tireless force of nature, managed to build an entire career and still always have time for him? He swallowed, a sudden tightness constricting his throat.

His palms were slick. He could feel the pulse hammering in his ears, a frantic drumbeat against the polite hum of the gathering. He looked down at the carefully prepared speech, the words swimming before his eyes. He felt a deep, profound respect for this woman, and a fear that any words he could utter would fail to capture the enormity of her life's achievement.

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