David found himself staring at the screen, unable to process the words staring back at him. “Similarity Score: 78%.” The report felt like a punch to the gut. He felt the blood drain from his face. He felt like he was going to be sick.

His roommate, Mark, clapped him on the back, offering a casual, "You alright, man?" David flinched at the unexpected contact. The world felt muffled, distant. He mumbled something about needing air and stumbled out of the room.

The campus, usually bustling with students, now felt oppressive, the laughter and conversations grating on his ears. He needed to be alone, to think, to... something.

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