The kitchen felt different. The normally vibrant atmosphere had been replaced by a heavy silence. Chef Renata could feel the tension, a palpable weight hanging in the air. She'd tried to act normal, but her colleagues could feel it.

She had always prided herself on her resilience, but the critique, so publicly displayed, had taken a toll. She felt herself withdrawing, becoming distant. She stared at a plate of unfinished food.

She found herself snapping at her staff, something she rarely did. She was short-tempered and irritable. She wanted everyone to leave her alone.

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