"This can't be real," muttered Michael, his voice raspy. He stared at the advertisement. The product, a device that could instantly translate any language in real-time, was almost identical to the one he'd spent the last five years perfecting. The design, the functionalities, everything was a near-perfect match. A cold wave swept through him, causing him to shiver despite the summer heat.

He’d envisioned his invention changing the world, bridging cultural divides. Now, it was just… a commercial, being sold by someone else. His hands began to tremble. He slowly sat down on a park bench, his legs suddenly weak. He pressed his palms to his eyes, as if to ward off a terrible hallucination.

The vibrant colours of the city seemed to dim, the sounds of traffic fading into a distant hum. Everything felt muted, as if the world was experiencing a technical glitch.

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