Maya stared at the glossy page. Her essay, “The Alchemy of Baking,” was staring back at her, nestled between two bland examples of student work. Her heart kicked against her ribs, a frantic little bird trying to escape its cage. She’d written that essay years ago, poured her heart into it. Now, it was… public.

She traced the words with her finger, the elegant script of the university's publication mocking her. A bead of sweat traced a path down her temple. She hadn't expected this.

Her coffee went cold as she considered the consequences. Would her new boss read it? Would her friends? The vulnerability felt like a physical blow. She slammed the magazine shut, the sound echoing in the otherwise quiet cafe.

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