Michael stared at the grainy photograph in his trembling hands. It depicted his great-uncle, a man they'd been told had died a hero saving children from a burning building. Yet, here he was, in a crisp uniform, arm-in-arm with a group of men wearing swastikas. His stomach churned. The room seemed to shrink around him, the walls pressing in. He hadn't expected to find this.

The air in the study felt heavy, laden with a past he didn't recognize. He ran a hand through his hair, the gesture automatic, desperate. He felt a sudden, sharp ache behind his eyes. He’d always felt a bond with this man, this hero, only to discover the story wasn't true. He felt a profound sense of disorientation, as though the ground beneath him had shifted.

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