From his vantage point on the bench, Daniel watched the drill unfold. Every pass, every shot, was a testament to his own inadequacy. He was sure his teammates could sense it, too. He fiddled with the laces of his shoes, pulling them so tight they cut off circulation.

His gaze flickered between the other players and the head coach, who was standing at the edge of the court with his arms crossed. The man’s face was unreadable.

He kept seeing the empty seat in the locker room. The one with his name on it. He couldn’t get the image out of his head. He wanted to disappear. He felt the familiar pressure building in his head, his vision starting to blur.

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