The review, a literary execution, had just appeared online. For Chef Samuel, reading the words was like witnessing his own funeral. He felt his pulse quicken, his breath catching in his throat. He’d poured his heart and soul into every dish, every detail. The critic’s verdict: “A culinary wasteland.”

He stepped away from the computer, the words still echoing in his head. The vibrant colors of the restaurant, the paintings he had commissioned, the happy chatter of the customers all seemed to have lost their vibrancy. He felt a sudden, intense thirst.

He stumbled to the bar, gripping the cool surface for support. He needed something, anything, to ground him. He looked at the bottles of liquor, each one a memory of a journey, a moment of joy. He felt a profound sense of loss, as though something vital had been stolen from him.

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