He slammed the laptop shut with a resounding thud. Thomas paced his apartment, the hardwood floor creaking under his rapid steps. He raked a hand through his hair, his heart hammering against his ribs. The possibility of the wrong diagnosis, the wrong treatment, the wrong everything, consumed him.

"This is a disaster," he growled under his breath, his voice tight with tension. He checked his phone again, hoping for a different message, a retraction, anything to undo this mistake. Nothing.

He felt a wave of dizziness wash over him. He needed to sit down, to gather his thoughts, but his legs felt like lead. He felt trapped, a prisoner in his own body.

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