The school hallways, usually vibrant and energetic, now felt like a suffocating maze. The smell of floor wax and stale air hung heavy, the same odors he remembered from his youth. His daughter, Lily, skipped ahead, oblivious to the way his heart hammered in his chest. The teacher, Mr. Abernathy, a man he remembered as being stern and critical, was now…older.

He felt the familiar knot of anxiety tightening in his stomach. He remembered the humiliation of failing the spelling test. He remembered the feeling of being judged.

He reached out and gently took Lily's hand, his grip tighter than intended. He would protect her, he vowed, even if it meant confronting his own demons.

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