The waiting room seemed to shrink with every passing minute. Emily tapped her foot against the tiled floor, the sound a frantic rhythm in the otherwise silent space. Her leg bounced with an involuntary energy. Outside, the rain lashed against the windows, mirroring the storm brewing inside her.

She had specifically requested a female therapist. She had been clear about that. Yet, somehow, the receptionist had scheduled her with… him.

When her name was called, she nearly choked. She wanted to say no, to turn around and leave. But the reasons she had come here were too important. She pushed herself up from the chair.

She knew this was going to be difficult.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228