The art gallery was crowded, the air thick with the murmur of conversations and the scent of expensive perfume. Liam scanned the room, looking for his girlfriend, Chloe. He had just seen the art piece he'd helped her find. He felt a growing sense of unease. He was excited, but also a little unsettled.

He saw her. She was standing near a sculpture, talking animatedly with a man. He moved closer, trying to hear their conversation. The man was gesturing with his hands. Then, he saw Chloe’s eyes meet his. She stiffened. Her smile faltered.

Liam approached them. The man turned. Liam recognized him. He was a coworker of Chloe’s. His face was a mask of shock. The man looked at Liam and Chloe, his face contorted. The blood drained from Liam’s face. Everything seemed to pause.

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