The weight in Alice's chest made it hard to breathe. Her hands felt numb as she stared at the screen. The carefully crafted online persona of her daughter, Grace, felt like a slap in the face. She felt betrayed.

She sat rigid, her back ramrod straight, staring at the pictures. She pictured Grace, laughing and smiling, with friends she didn’t know. The feeling that something vital had been taken from her left her reeling.

She ran a hand across her forehead, the gesture a futile attempt to calm the storm raging inside. She felt a desperate need to fix things, to rewind time, to reclaim the connection she thought they had. She knew, though, that nothing would ever be quite the same.

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