The screen was a portal to a world I couldn't comprehend. My stomach twisted with nausea as I scrolled through the posts. My daughter, the sweet, shy girl who blushed at compliments, was suddenly a different person. The posts were laced with cynicism and defiance, filled with inside jokes and references I didn't understand.

I gripped the phone tighter, my knuckles white. I wanted to scream, to break something. I forced myself to take a deep breath, trying to regain control. Then, I headed out the door. I needed air.

The brisk autumn breeze did little to settle my nerves. I needed to see her, to look her in the eye. I marched towards her school, my legs moving with an urgency I couldn't explain.

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