He was about to present his invention, the culmination of five long years of research, to a panel of venture capitalists. The moment was everything. But then, on the giant screen behind him, a slide appeared detailing a nearly identical product, complete with the patent number. His heart hammered in his chest, a frantic drum against his ribs. He felt a wave of dizziness, and the room began to spin. He gripped the podium, his knuckles white, and his voice was a mere whisper when he tried to speak.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255