"No," I whispered, staring at the paper. My fingers were numb. The world seemed to tilt. I felt a sudden urge to run, to escape the confines of this small apartment. I needed to breathe, to think, to find a solution.

My heart hammered against my ribs, a frantic drumbeat of fear. I could feel the blood rushing to my head. I paced back and forth, the worn carpet offering little comfort. I had to do something, anything, but my mind was a blank slate.

The walls seemed to be closing in, trapping me in a suffocating embrace. I felt like I was drowning, gasping for air. I had no idea what to do.

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