The discovery left me reeling. My son, a master of deception. The secret account, a vibrant tapestry of experiences I had been excluded from. I gripped the phone so tightly, my knuckles were white.

A strange buzzing filled my ears. I felt lightheaded, as if the ground was shifting beneath my feet. I struggled to focus, trying to make sense of the images flashing on the screen.

I walked to the kitchen, poured myself a glass of water. My hand trembled so much, I almost dropped the glass. The water felt cold as I swallowed, but did nothing to ease the tightness in my chest.

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