The morning air smelled of freshly cut grass and impending doom. Amelia, usually a picture of composure, found herself pacing the length of her front lawn. The space where her vintage Mustang, her pride and joy, belonged was conspicuously vacant. Her hands were clammy, and she ran a hand through her hair, tangling the strands.

The pit in her stomach deepened with each passing second. She felt a wave of nausea. Had she parked wrong? Had someone vandalized it? She couldn't remember. The possibilities swirled in her head, each one more unsettling than the last. She tried to think rationally, but her thoughts seemed to be skipping and stuttering.

She bit her lip, tasting the metallic tang of fear. She needed to know what had happened. She needed answers, and she needed them now. The world felt muffled, as if she were underwater.

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