The late afternoon sun cast long shadows across the empty field. Clara sat on the bench, pulling at the grass, a nervous habit. She’d seen the look on Coach Jenkins’ face during the last training session. It wasn't friendly.

The team was tough, competitive. She knew her game was sometimes lacking. She replayed the past few weeks, mentally tallying up her mistakes, the missed passes, the hesitant tackles.

She felt a hollowness in her chest, a sense of impending disappointment. The air around her seemed to vibrate with unspoken anxieties. She tried to take deep breaths but felt each inhale and exhale catch in her throat.

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