The envelope sat on her kitchen counter, a stark white rectangle that dominated the space. She’d made a pot of tea hours ago, but the cup remained untouched, the liquid cold and stale. Her hands fidgeted, picking at the loose threads on the tablecloth.

She’d practiced her reaction, rehearsed a casual shrug, a sophisticated smile. But now, all her carefully constructed composure crumbled. She felt a knot forming in her stomach, a tight, twisting coil that threatened to unravel completely. She began to chew at the inside of her cheek.

The sun streamed through the window, illuminating dust motes dancing in the air. Each floating particle seemed to taunt her, mocking her with its carefree existence. Opening the envelope felt like stepping off a cliff. She felt a burning need to be somewhere else, anywhere else.

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