The aroma of freshly brewed coffee usually soothed me, but today it was just another reminder of the routine I was losing. I sat across from Olivia, my replacement, and tried to focus on explaining the intricacies of the company's financial records. I could feel a coldness settling in my bones.

My gaze kept drifting to the framed photos on my desk, pictures of colleagues, of milestones achieved, of a life lived. Memories seemed to flash across my mind. I took a deep breath, fighting back the urge to flee.

"Now, the variance analysis reports…" I began, my voice wavering slightly. It felt like I was speaking from a great distance, as if the words were not even coming from me.

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