The afternoon sun streamed through the dusty attic window, illuminating the words on the paper. “Visit the Taj Mahal.” Her breath caught in her throat. The sheer scale of the undertaking, the vast distance, made her want to hide.

She paced the length of the room, her footsteps echoing in the silence. The next item, "Learn to dance," brought an involuntary shudder. She'd always been clumsy, awkward, incapable of grace. It felt like an insurmountable obstacle.

She ran her hand over her face, the skin suddenly feeling clammy. "Tell the truth." The list sat on her chest. The secrets, the lies she’d kept hidden for so long, felt heavy and suffocating. She wanted to scream.

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