Sweat slicked Mark's palms as he rehearsed his opening sentence in his head for the tenth time. “Thank you for the opportunity to…” He faltered, the words suddenly feeling foreign, clumsy. He glanced over at Sarah, her posture perfect, her expression calm as she reviewed her notes.

The office was too warm. He felt a constant, prickly heat crawling across his skin. His breath hitched as he tried to regulate it, but it seemed to only accelerate his anxiousness. Each click of the pen in his pocket amplified the thrumming in his chest.

Sarah was summoned. Mark watched her go, a knot of unease twisting in his gut. His own rehearsed words felt inadequate, hollow, like a stage prop. He started to feel detached, as if he were watching himself from a great distance.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290