The remote control slipped from Mark's grasp, falling onto the carpet with a soft thud. He stared at the phone, his face paling. The message: "Can't wait to see you in the morning" had been sent to… *his ex-wife*. He felt a tremor go through him. The message was meant for… the person he was currently seeing.

He pictured the fury in his ex-wife's eyes. He pictured her asking what he was up to. He could almost hear her voice, sharp and accusatory. He felt a wave of shame wash over him.

He felt pinned down. He wanted to run, to hide, to disappear. He felt the walls closing in. He didn't want the inevitable confrontation, the recriminations.

He buried his face in his hands, feeling the sting of panic. He had to figure out how to navigate this mess, and fast.

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