He found the denial letter tucked amongst the bills, a stark white rectangle that instantly stood out. He picked it up slowly, his fingers unusually clumsy. He didn't want to open it. He didn't want to know. But curiosity, and dread, won out.

The letter's formal tone seemed to mock him. The scholarship, his one shot, gone. He crumpled the paper in his fist. He felt a burning in his eyes, but refused to let the tears fall.

He moved to the kitchen, aimlessly opening and closing cabinets. He needed to *do* something, anything to quell the feeling bubbling up inside him. The world suddenly felt unstable, as if the ground beneath his feet was constantly shifting.

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