The anticipation had been building all evening, a slow burn that had finally erupted into a firestorm of anxiety. Liam felt a cold dread creep into his chest. He took another sip of water, his hand shaking slightly. The room felt too warm.

He watched his sister approach the podium and give her speech. Her voice was strong, her words eloquent. Liam's throat tightened. He knew his turn was next.

His palms began to sweat. He pictured falling, completely missing the podium and making a complete fool of himself. He felt a pressing urge to escape.

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:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284