He stared at the television screen, mesmerized. The product demonstration showed a device that was, to all intents and purposes, his own invention: a method of harnessing solar energy to power entire cities. He could feel his heart pounding in his ears.

John, the inventor, didn’t breathe. He clutched the armrests of his chair so tightly his knuckles turned white. His mouth hung slightly open, incapable of formulating a word. The commercial was slick, professional. His own plans, his designs, his hopes - all seemingly rendered obsolete.

The implications flooded him. His efforts to get the device off the ground suddenly seemed futile. He felt a strange tightness in his chest.

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