The patent application on the table was a physical representation of the hole in his stomach. He felt a strange tingling sensation, and his hands were beginning to sweat. He had spent years, an entire career, on this project, and it had all been for naught.

He stood up suddenly, overturning his chair, and began pacing in the tiny room. He ran his hand through his hair, tugging, trying to make sense of what he had just read. His breath came in ragged gasps. He found he could not look at the schematics any longer.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217