The blood drained from Emily’s face as she scrolled through the bank records. *Hidden Account - Daniel Harrison.* Her husband's name. A feeling of profound disorientation washed over her. The password manager had been helpful until now, it seemed.

She felt a wave of nausea. She rose from the chair and moved to the window, fighting to breathe, trying to fight for more oxygen. It was like her world had tilted on its axis, throwing everything off balance.

He'd been talking about a tight budget, about tightening their belts. Was it a lie? The questions tumbled over themselves in her mind, a chaotic mess. She couldn’t shake the image of him, laughing at a joke last night, now she felt as if she didn't know him at all.

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