“Well, that’s just great.” Liam muttered, kicking at a loose stone on the sidewalk. The news had hit him like a punch to the gut. The world, usually in bright technicolor, suddenly felt muted, gray. The crisp autumn air now felt heavy, thick with disappointment.

He stuffed his hands into his pockets, walking aimlessly, his usual brisk pace replaced with a slow, shuffling gait. He passed the park, the playground, the ice cream shop – all reminders of a future that now seemed uncertain.

He needed to be alone, needed to escape the suffocating weight of this reality.

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