The air in the lab thickened, heavy with a silent tension. He ran his hand through his hair, dislodging strands, and stared at the results. They matched. Perfect alignment. He felt a creeping coldness in his extremities.

He slammed his fist against the table, the impact sending a jolt through his arm. His carefully cultivated theories, his groundbreaking research – all seemingly worthless. The meticulously crafted data mocked him with its eerie similarity.

He rose from his chair, his legs shaky. He strode towards the window, seeking a breath of fresh air, a moment of clarity. The world outside seemed distant, blurred, and uncomforting.

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