The sound of his own shaky breath filled the small, sparsely furnished room. David pressed his fingers against his temples, trying to ward off the building pressure. The scholarship, the thing that had promised him a future, was mistakenly awarded.

He re-read the email, each word a fresh stab. His hands felt clammy, his palms slick with sweat. He rose and walked to the window, staring out at the cityscape. The buildings seemed to sway, their imposing facades mocking him.

He felt trapped, hemmed in by the unexpected news. He ran a hand over his face, feeling the stubble of a beard he hadn't bothered to shave. The air felt thin, difficult to draw in. He felt the need to flee, to escape this situation he couldn’t seem to control.

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