David slumped against the wall of the library, the letter crumpled in his hand. His chest felt constricted, as if a weight was pressing down on him. The scholarship, the key to his aspirations, was gone. He closed his eyes, his head swimming with the implications.

He focused on the rhythm of his breathing, trying to calm the hammering in his chest. But the quiet of the library only amplified the pounding in his ears. He imagined the mountain of debt looming before him, the countless hours of work he would now need to take on. He felt a deep, chilling dread creep into his bones.

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