Maya’s hands were clammy. She’d been so sure of an A. The paper had felt strong; the arguments, airtight. Now, the crimson C stared back at her from the screen, a digital slap in the face. She clicked the mouse, re-reading the professor's comments. Each critique felt like a personal attack, her stomach twisting with each sentence. She pushed back from her desk, the chair scraping against the hardwood floor. The sudden movement sent a tremor through her. Maybe she'd misread the assignment. Maybe she wasn’t as smart as she thought.

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