A tremor ran through her, a sudden physical reaction she couldn't control. The photographs, the blueprints, the proposed designs – all of it mirrored the presentation she’d just received. Her chest felt tight, as though a vise was slowly squeezing the air from her lungs.

She clenched her fists, her knuckles turning white. The team had been so proud, so sure of their innovation. Now, it felt like a sick joke, a poorly-executed prank. She felt dizzy.

"This...this is impossible," she whispered, her voice barely audible. Her gaze darted around the conference room, as if searching for a hidden camera, a sign that this was all a fabrication. The familiar surroundings now felt alien and threatening.

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