The email arrived late at night, a digital ghost in her inbox. A simple sentence: "I believe we're related." The subject line was her father's name. A chill ran down her spine. The words seemed to vibrate in the darkness of her bedroom.

She sat frozen in her chair, staring at the screen. The silence in the room was deafening. Her breathing became shallow and rapid. She felt a need to move, to do something, but her body felt paralyzed.

She closed her eyes, the image of her father's face filling her mind. She opened her eyes, and then clicked on the message, the words unfolding like a painful, unwelcome scroll. The pressure mounted, the unknown future looming.

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