A cold sweat slicked Leo's palms as he read the headline on the company intranet: *Acquisition by Apex Corp Confirmed*. He gripped the mouse so tightly his knuckles were white. The familiar scent of stale coffee from the break room suddenly felt suffocating. He needed air.

He rose abruptly, the chair scraping against the floor. His legs felt shaky beneath him. He grabbed his coat, a useless gesture against the internal disquiet. He mumbled a hurried excuse to his coworker, barely meeting her eyes.

Out in the hallway, the fluorescent lights seemed excessively bright, the polished floors reflecting the unsettling light back at him. He could feel the blood pounding in his temples. He needed to get out. Now.

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