Liam was suddenly hyper-aware of everything. His coffee mug clattered in his hand as he set it down on the counter. He saw his roommate, Mark, walking in, whistling a tune. He tried to match Mark's casual demeanor, but every casual action felt forced.

The room, usually a comfortable mess, now felt like a stage. He saw Mark's eyes darting around the room, then back to him. Liam’s stomach twisted. He clutched his chest, willing himself to breathe.

He avoided eye contact, fumbling with his phone, pretending to be engrossed in a text message. He couldn’t shake the sense of an audience, a silent observer privy to his secrets. He felt like his thoughts were written across his face.

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