I scrolled through the account, each picture a fresh stab. My daughter, laughing, posing, with a group of friends I’d never seen before. The captions were full of inside jokes and coded language. My breath came in short, shallow gasps.

I felt a sudden, sharp pain in my chest. I had to sit down, I thought. I leaned against the kitchen counter, struggling to breathe. My vision swam.

The weight of this new reality pressed down on me, heavy and suffocating. What did this mean? What had I done wrong? I didn't know where to start.

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
šŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
愽し-0.262
happy-0.258