The scent of lavender, usually a comfort, felt cloying in the air. David kept glancing at the empty birdcage, a recent Christmas gift that had yet to be used. Emily, across the sofa, was excitedly showing him photos of various parakeets. His stomach churned. He could barely handle himself, and now she wanted a creature that needed her care.

He felt a sudden, inexplicable urge to flee. He stood abruptly, knocking over a coffee table book, scattering the pages across the floor. "I... I need some air," he blurted, his voice tight. Emily’s eyes widened, a flicker of hurt crossing her face. He didn't wait for her response, rushing towards the front door.

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