He stared at the grade, an icy pressure constricting his chest. B-. It wasn't *bad*, exactly, but it was a chasm away from the A he’d meticulously planned for. He checked the rubric again, then again, his vision blurring. He felt a sudden, inexplicable need to pace. His phone buzzed, a message from his mom. He quickly typed back, “Everything’s great!” The lie hung in the air, thick and suffocating. He ran a hand through his hair, the strands catching on his fingers as if resisting his touch.

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