The denial landed with the force of a tidal wave. She felt a sudden, overwhelming urge to scream, to lash out. The carefully curated stack of books on her desk, once a symbol of her ambition, now seemed like a cruel joke.

She threw herself back in her chair, the sudden movement causing her head to swim. The cheerful posters on her wall – images of the university she’d dreamed of attending – now seemed to taunt her with their vibrant optimism.

She took a series of deep, ragged breaths, trying to regain some semblance of control. But the feeling of being utterly lost, of everything she’d worked for crumbling around her, remained.

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