I felt a cold sweat on my forehead. The interview was over, but the pressure remained. The other candidate, Daniel, had a look of calm that I could not replicate. Every step felt heavier than usual. I felt as if the air was lacking oxygen.

The walk back to my desk was a blur. Every object seemed to move at its own pace. The phone calls, the emails, the meetings – all faded into the background.

The anticipation of the announcement was a torment. My throat felt constricted, and I found myself struggling to swallow. I felt a sense of panic rising within me, threatening to consume 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