He’d woken up late, a rare treat. The morning sun poured through the kitchen window, illuminating the dust motes dancing in the air. He’d gone outside, whistling, expecting to see his beat-up pickup. It wasn't there. A coldness spread through him, prickling his skin. He double-checked the address, then the street, just in case he was mistaken.

His hands fumbled with his keys, as if he'd forgotten how to use them. He ran a hand through his hair, the gesture clumsy and automatic. The sudden emptiness in the driveway left him feeling exposed, vulnerable. It felt as if something crucial had been snatched away.

He had a meeting in an hour. He pictured his boss's face, the disapproving frown. He considered the frantic call to the tow company, the inevitable hassle. Everything seemed to blur, a disorienting haze. A wave of nausea rolled over him. He felt suddenly, intensely alone.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290