The old photographs, unearthed from a hidden compartment within a grandmother clock, showed a different version of the family patriarch. Not the stern, demanding man he’d known, but a younger version - jovial, playful and surrounded by people who were certainly not his family. Liam clenched his jaw.

He felt a chill despite the warm summer air. He kept going back to it - that one photograph. It showed his grandfather leaning over to whisper into the ear of a young woman who was smiling. He felt a sharp pang of…what was it? Betrayal? Confusion? He didn't know the exact word.

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