My hands wouldn't stop shaking as I scrolled. The profile photo – a girl with a cascade of fiery red hair, nothing like the practical, shoulder-length bob my daughter usually wore. My breath hitched. This couldn't be right. Her username, “ScarlettGoth,” screamed rebellion, a universe away from the quiet, studious teenager who folded laundry with me every Sunday. I slammed the laptop shut, the sudden click echoing in the otherwise silent house.

I paced the living room, heart drumming a frantic tattoo against my ribs. I needed to know. The password, I remembered, the one she used for everything: her birthday. I ran to her room.

Her room was a haven of neatness and order. Everything was in its place, just the way she liked it. I felt a wave of dizziness. I knew I shouldn't, but I grabbed her phone from the charger. My thumb trembled as I entered the code.

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