The email was a betrayal, a digital knife twist. John’s throat constricted, making it difficult to breathe. He stared at the screen, the words blurring before his eyes. All the questions he'd harbored, and now, finally, the answers. And they were… wrong.

He paced his apartment, each step a measure of his internal distress. He went to the kitchen and made a sandwich, but he couldn't eat it. He went to the balcony, but the sun was too bright. He returned to the kitchen. He began to fidget with the test kit box. He threw it in the trash and then pulled it out.

He felt a compulsion to destroy everything, to erase the truth. He clenched his fists until his nails dug into his palms.

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