"Everything alright, Alex?" His boss's question snapped him out of his reverie. He jumped, his heart leaping into his throat. He forced a smile, but it felt wooden. He had to project an image of calm, but inside, a chaotic storm raged. The possibility of the promotion felt both exhilarating and terrifying.

He’d avoided eye contact with Emily all morning, a subtle avoidance strategy. He knew she was just as capable, just as determined. The internal competition was brutal. He ran his hand through his hair, leaving it standing on end. He was not himself.

The silence in the office, usually a comforting backdrop, now pressed down on him, suffocating. He excused himself and went to the restroom.

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
πŸŽ‰-0.233
happy-0.231
"-0.228