He stared at the letter, the crisp paper a stark contrast to the sweat beading on his forehead. The words blurred slightly as he reread them, focusing on the impersonal language. "We regret to inform you..." The phrase felt like a punch to the gut.

He ran a hand through his hair, tugging at the strands. The scholarship was his only real chance. Without it, he'd have to drop out. The thought sent a cold wave through him. He sat down heavily in his chair, the legs scraping against the floor.

A wave of dizziness washed over him. He felt the need for air, the room suddenly felt too small. He considered calling his mother, but the thought of the disappointment in her voice stopped him. He would have to sort this out himself. He felt a desperate urge to *do* something, to fix what had just broken.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256