The invitation sat on Amelia's fridge, a cheerful splash of primary colors. Across from it, another invitation, identical except for the name at the top: Chloe. The pit in Amelia’s stomach was an unwelcome guest, churning with a disquiet she couldn't name.

She ran a hand through her hair, the strands catching on her fingers. The date. The same. How could this have happened? Months of planning, a carefully curated guest list, and now… this.

Amelia grabbed her phone, the screen reflecting her anxious expression. Should she call Chloe? Apologize? Try to salvage the situation? The thought of the conversation, the awkwardness, made her palms sweat.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284