The notification buzzed, jolting Marcus out of a near sleep. He squinted at the screen. The text he'd just sent, meant to be a private confession of his feelings for his coworker, had gone to the coworker's *husband*.

He bolted upright, his heart hammering against his ribs. His mouth felt dry and chalky. He should have checked the name. He should have double-checked. Now, the damage was done.

He pictured the husband's reaction. The anger. The accusations. He would lose his job. The potential for social embarrassment was too much to even consider.

He felt a deep sense of dread creep into his core. He fumbled for a glass of water, his hands shaking so violently he almost dropped the glass.

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