The world seemed to tilt on its axis. I stared at the screen, unable to process what I was seeing. My son, the kind, sensitive boy I knew, was portrayed as someone else entirely. The photos showed him with groups of older kids, laughing, drinking, doing… God only knew what.

My pulse hammered in my ears. I felt a pressure building in my chest. I rubbed my temples, trying to clear the fog in my brain. This couldn't be real.

I thought of the money he was getting from somewhere, how often he went out, the excuses he had been making. I sat in my chair, unable to move, unable to breathe.

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