The attic air was thick with dust and the scent of forgotten memories. Liam’s heart hammered against his ribs as he stared at the passbook, the numbers stark and glaring. He found it tucked inside a box labeled “old photographs.” The shock of it still hadn't fully subsided.

He felt a sudden need for fresh air. Leaving the dusty attic, he went to the back garden, the late afternoon sun warm on his face. He found himself pacing back and forth, unable to relax, his fists clenched tight. The birds' chirping sounded shrill, grating on his ears.

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