He slammed the lid shut, the sound echoing in the empty apartment. He'd been looking for old photos, not this. His father's handwriting, bold and confident, listed activities that were nothing like the quiet, reserved man he'd known. "Steal a kiss from a stranger?" His chest felt tight.

He threw the notebook onto the coffee table. He felt a tremor in his hands. “Climb Mount Everest”. His father? The man who preferred gardening to any physical exertion? It didn’t make sense, none of it.

He picked it back up, his stomach clenching. "Learn to speak fluent French." The man who never travelled outside of their home state? This was unsettling.

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