I walked into the office, my legs heavy. This morning, I was supposed to start training my replacement. I felt my chest tighten, my breaths shallow. The name tag on the new hire's desk was so perfect, so pristine. I avoided looking directly at him.

I went through the motions, explaining the procedures, but my mind was elsewhere. I felt as though I was speaking from some distant place. My palms were wet.

“So, you’ll just…” My voice sounded hollow. I found myself fiddling with a pen, clicking it repeatedly. I needed to get out of here.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258