The automated farming system, the very core of Maya’s company, had been stolen. Not physically, but in essence. Another company, with a seemingly endless budget, had patented the core concepts.

Her mouth hung open. She felt a lightness, a disconnect from her body. The air in the room seemed to crackle with an unseen energy. She began to pace her office, her steps becoming quicker and quicker.

She started mumbling to herself, her voice barely audible. Her hands flew up to her face, then back down again. Her eyes darted from wall to wall, searching for answers, seeking a way forward.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233