The dog's barks, usually a cheerful cacophony, now felt different. The note had said, “Control your animal. The noise is bothersome.” The note was left by a neighbor, scrawled on a yellow sticky note.

Sarah felt a tightening in her chest. She glanced at her dog, a golden retriever, curled on the rug. The dog's playful barks now sounded like a direct assault on the silence, a declaration of war.

She forced a smile, but it felt stiff. She kept the dog's leash on, even inside. She imagined other people listening, annoyed. Every little whimper, every happy yap, seemed laced with guilt.

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