The vibrant colors of the website mocked me. My son’s secret account, a vibrant, chaotic mess of images and videos. He was skateboarding, with friends, with girls… Things I had no idea he was doing. My face flushed with a mixture of anger and… was it fear?

I paced back and forth, restless. My hands were clammy, and my palms itched with a strange, unpleasant sensation. I felt the urge to destroy something. To break the screen, to shatter the image, to erase everything.

I needed to act. But what should I do? Confront him? Pretend I didn't know? The questions swirled in my head, and I felt as if I was going to explode.

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