The rhythmic thud of the volleyball echoed in Clara’s ears. She, the team’s setter, was now being asked to play libero. The libero. The defender. The position that was so different to her own.

A bitter taste rose in her throat. She gripped the volleyball tightly. The familiar comfort of setting, of directing the plays, was being ripped away. She knew she was good at setting. Now, she was unsure of her place.

The court seemed vast, the net a barrier. She felt like an imposter. The camaraderie, the easy banter with her teammates, seemed distant, unreachable. She felt lost.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236