John dropped his phone, the device hitting the floor with a thud. He'd intended to send a humorous meme to his brother. Instead, the meme had gone to his mother, whom he had not contacted in a year.

His stomach lurched. He felt a sudden, inexplicable urge to be sick. He had been avoiding her calls. He hadn't sent a single message to her in months. Now this.

He picked up the phone, his hands trembling. He imagined her reaction, the hurt in her voice, the disappointment. He imagined he would have to face the music.

He closed his eyes. It was a mistake. He felt a cold sweat forming on his forehead.

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