He’d said it so casually, as though it was just another piece of office small talk. “Yeah, I spent my summers at Camp Chinook.” It was Greg, from accounting, and he'd just told her this while waiting for the elevator.

Her breath hitched. She clutched her handbag tighter, her knuckles white. She found herself scanning his face, searching for… what? Proof? A shared memory?

She felt a strange heat creep up her neck. She couldn’t make eye contact. “Chinook?” she finally stammered. "Interesting." The elevator doors opened and she almost tripped, hurrying inside and pressing the button for her floor with uncharacteristic haste.

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