The fluorescent lights of the practice field cast an unyielding glare on everyone. Alex walked alone, lingering near the equipment shed, delaying the inevitable. He lingered, picking at a loose thread on his jersey.

Coach Riley's instructions had been blunt: β€œSee me after training.” The words, short and devoid of emotion, had set his nerves on edge. He could feel his stomach clench. He’d noticed a decline in his performance lately.

He closed his eyes, taking a deep breath, trying to slow his racing thoughts. He imagined the conversation, each potential phrase a fresh sting. He felt a sudden wave of dizziness and leaned against the shed for support.

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