The tremor in Maria's hand was almost imperceptible, but she noticed it. The email lay open on her screen, detailing the rival project. A mirror image. A sick, sinking feeling settled in her gut. She had envisioned the awards ceremony, the recognition, the sense of accomplishment. Now, it felt like someone had stolen a piece of her.

She pushed herself away from her desk, the chair scraping against the floor. She needed air. She walked to the window, staring out at the rain-slicked city streets. Her breath hitched in her chest. She felt a sudden, profound exhaustion, a weariness that seeped into her bones. She felt a weight bearing down on her.

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