A cold sweat slicked my palms as I stared at the screen. The carefully crafted image of normalcy – the happy family dinners, the carefully curated school photos – shattered into a million digital shards. "ShadowSwan77," the name mocked me. It was my son, yet the pictures he posted – late-night parties, questionable friends, beer bottles – were from a world I didn’t recognize.

My legs felt like lead. I needed to sit. I sank onto the edge of my bed. The air in the room seemed to thicken, making it difficult to breathe. This was a nightmare.

I thought back to the times he had been distant, the closed doors, the hushed phone calls. Now it all made sense. A knot tightened in my stomach. What had I missed?

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