A wave of nausea washed over Maya as she read the terse rejection notice. Her carefully laid plans, the dreams she had nurtured for years, suddenly felt fragile, threatened. She slumped back in her chair, the flimsy plastic creaking in protest. Her breath hitched in her chest.

She blinked rapidly, fighting back tears. The thought of telling her parents, of seeing the disappointment in their eyes, was almost unbearable. She ran a hand through her hair, the strands tangling around her fingers. A headache was already blooming behind her eyes.

"No," she whispered, the word barely audible. "This can't be happening."

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