"I need the money," her mother’s voice was firm, yet the plea in her eyes cut through him. He looked down at the delicate porcelain doll, cradled in his hands. It had been his grandmother’s. Its painted smile seemed to mock him.

He felt a cold sweat breaking out on his brow. The room felt small, the air thick and oppressive. He couldn’t seem to catch his breath. He hated this, every single facet of this entire situation.

He wanted to argue, to rage, but the words wouldn’t come. He closed his eyes, the weight of the doll a physical burden. “Okay,” he managed to whisper.

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