The email notification had popped up, a simple line: “New Follower.” My fingers felt clumsy as I clicked on the link. A different girl stared back at me, a stranger with my daughter’s face. The profile was filled with cryptic posts and dark, poetic verses. My throat constricted.

I rushed to the kitchen, grabbing a glass of water. It sloshed over the rim as my hand shook. The cool liquid did little to quell the rising tide of… I didn't know what to call it. Disbelief? Betrayal? Anger? It was all jumbled together.

I considered my options, weighing the potential fallout of each. Should I confront her directly? Or try to subtly investigate further? My mind raced, searching for a solution, a way to fix this… this thing.

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