Clara stared at the printed document, the words blurring before her eyes. The sheer audacity of it. The identical research proposal. The exact same data analysis. The same… everything. A bitter taste filled her mouth. She felt a chill, despite the warm office. The carefully constructed image she had of herself, of her future, seemed to shatter into a million tiny pieces.

She stood up abruptly, her chair clattering against the floor. She walked towards the door, then turned and went back to her desk, staring down at the document as if it was a snake. She couldn't breathe. Her hands were clammy. She felt a hollowness in her chest, an emptiness that echoed throughout 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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236