The silence of his apartment felt suffocating. He paced the worn rug, his steps measured and erratic. He knew how important this was to his career, to his life. The possibility of failure was a bitter taste in his mouth. He felt the tension in his jaw.

He caught his reflection in the hallway mirror. He looked older than his thirty-something years, the lines around his eyes etched deeper. He avoided his phone, avoiding the messages from his friend, Chloe. She, also in the running for the promotion.

He felt a deep sense of unease. He couldn't shake the image of her getting the role. He felt as if his stomach had been turned inside out. He had put in so much work, so many hours.

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