The announcement sat, a festering wound, on Professor Moreau's website. Emily, still in shock, reread the words, the words that would shatter her carefully constructed plans. Her legs felt wobbly. This felt wrong, somehow.

She had always envisioned her academic career intertwined with Moreauโ€™s. His mentorship was her guiding star. She had built her research around his area of expertise. Now what? She felt a tightening in her chest, a physical manifestation of her disquiet. She had to find a new advisor, she realized, but the thought was utterly exhausting.

She avoided the lab, the sight of the equipment a painful reminder of her lost opportunity. She sat on her balcony, watching the city lights blink to life, a panorama of indifference. The beauty of the scene did not appease the anxiety churning in her gut.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236