The tiny, blinking cursor on the screen seemed to mock Carol’s immobility. She’d spent the last hour staring at the forbidden profile, the screen casting an unflattering light on her face. Her son, Jake, with a new name and a carefully curated online persona, was a stranger to her.

She rubbed her temples, trying to ward off the pressure building there. She imagined her son sitting at the computer, creating this online version of himself. Her mind raced, conjuring images of him involved in things she couldn't understand.

She took a long, slow breath, trying to calm the racing of her thoughts. She felt like she was trapped in a room with rapidly closing walls, each thought another brick.

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