The email notification popped up on my phone, and the world seemed to tilt. Dr. Schmidt? Leaving? I read the words, and a coldness spread through my limbs. I felt paralyzed, unable to process the information. The project, my future, everything I had worked for… what now?

I sat at my desk, staring at the screen, the cursor blinking mockingly. My hands were clammy, my heart hammering against my ribs. I felt a desperate need to find a solution, a plan, anything to alleviate the suffocating anxiety.

I spent the evening pacing my small apartment, the familiar walls suddenly feeling constricting. The silence was deafening, amplified by the turmoil within me. The future loomed, uncertain, daunting.

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