The afternoon sunlight cast long shadows across the empty office, reflecting the gloom in Sarah's heart. She stared at the phone on her desk, willing it to ring. Each unanswered call felt like a brick wall slamming down, the weight of rejection pressing down on her.

She found herself fidgeting, tapping her fingers on the desktop, a nervous habit she hadn't realized she had. The thought of losing to Emily, her best friend, was causing a sharp pain to grow in her chest. She had always imagined their lives progressing in tandem, sharing successes and supporting each other. Now, their ambitions clashed.

She felt the sting of disappointment, a deep sense of loss. She bit her lip and rose, pacing the small space. The interview had been a battle, a test of will. She had given it her all, but that wasn't a guarantee. The waiting was an agony, a constant reminder of the potential failure.

She ran a hand through her hair, trying to calm herself. The weight of expectations, the fear of letting Emily down, the anxiety of not knowing, all tangled together into a suffocating knot.

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