The world tilted on its axis for Mark. He blinked at the results on his phone, the stark words a physical blow. “Not a close relative.” His breath caught in his throat. A feeling of dread, cold and sharp, seized him, making him suddenly feel alone in a vast, indifferent universe.

He gripped the armrests of the chair until his knuckles ached, anchoring himself in a world that had suddenly become unstable. The air conditioning hummed, but he felt a creeping heat spreading through his body. He got up from his chair, unable to sit still. He paced the confines of his small apartment. What did this mean?

He found himself wanting to scream. Instead, he made coffee, the ritual a futile attempt to impose order on the chaos swirling inside. The liquid was too hot and burned his tongue.

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