"Swim with sharks." The words swam before her eyes. Sarah didn't like water. She always complained about how cold it was. A wave of unease washed over Michael as he looked at the list. It was written in Sarah's elegant, looping handwriting, but the contents were utterly alien.

He paced the length of their small apartment. "Visit Antarctica," "Learn to code," "Start a business." Each item was a punch to his stomach. He felt his pulse quicken, his skin prickle with a strange unease. He thought of all the years they had spent together, the shared routines, the comfortable silences.

He crumpled the paper in his fist. Was everything he thought he knew a lie? Why hadn't she ever mentioned these things? He suddenly felt a sharp pang of loneliness as his gaze drifted towards the closed bedroom door.

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