He’d been restless all night, tossing and turning, the slightest sound making him sit bolt upright. Now, sunlight streamed through the window of his cramped dorm room, illuminating the dust motes dancing in the air. He clicked on his laptop, the screen a stark white against the dim room. A quick search. Just a quick search. He typed in his name and “college application essay.” His fingers flew across the keyboard.

His stomach lurched. He scrolled down, his breath catching in his throat. There it was, bold and underlined: “An Example of a Winning College Essay.” He leaned closer, squinting at the screen, as if that would somehow make the words disappear. The words he’d poured his soul into, the words about his grandfather's garden, were now public domain.

He grabbed his head in both hands. He felt like he'd swallowed a hummingbird, its wings a frenetic blur within him. He suddenly needed to go, to move, to *do* something. He threw on his worn jeans and a faded t-shirt, grabbing his keys. The air outside was sharp and crisp, a welcome slap to his face.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235