A tremor ran through Liam’s hands as he stared at the posted roster. His breath hitched in his throat, and the air around him seemed to solidify, making it difficult to draw a deep breath. His stomach twisted into a tight knot. He'd imagined this moment a thousand times, each time picturing his name at the top. Instead, he saw a list of names he barely knew, and his own was conspicuously absent. The cheers from the other players sounded distant, muffled. He wanted to shout, to argue, but the words were stuck, trapped in his constricted chest. He backed away slowly, as though afraid of being seen, bumping into a water cooler.

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