The list was a roadmap to a life he didn't know his mother wanted. "Sing on stage." His pulse quickened. He imagined the bright lights, the critical eyes. She never sang in front of anyone. The revelation filled him with a strange confusion, a sense of disquiet.

He fumbled with the clasp of the jewelry box, his fingers clumsy. "Learn to paint." He felt his face heat up. He had a sudden flash of his mother, the way she smiled when she laughed. The idea felt like a threat.

He couldn't sit still, he was overcome with restlessness. "Forgive my sister." He ran a hand through his hair. He looked through his window, feeling alone. The thought of confronting his sister made him feel cold.

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