My head throbbed. I’d stumbled upon Liam’s account by sheer accident, a stray notification that had popped up on my phone. The bio read, "Just a vibe," and the feed was a chaotic mix of filtered selfies and cryptic posts. My son, the quiet reader, the boy who preferred video games and hoodies, was... this?

I sat heavily on the edge of his bed, the neatly made space now seeming like a carefully constructed facade. A knot formed in my chest. Each picture, each carefully curated caption, chipped away at the foundation of what I thought I knew.

A coldness settled in my limbs. I felt lost, adrift. The world seemed suddenly tilted. I closed my eyes, trying to recapture the familiar warmth of his presence, the comfort of his easy smile, but all I could see was the glowing screen, the alien face staring back at me.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219