The financial aid advisor’s words replayed in Maya’s head, each syllable a jab. She listened, her face draining of color. The scholarship, the lifeline that kept her afloat, was not rightfully hers.

She mechanically gathered her belongings, her movements stiff and unnatural. The walk back to her dorm was a blur. She felt a persistent, throbbing headache starting behind her eyes.

Her dorm room, usually a comfort, now felt like a prison. The posters on the walls seemed to leer, the familiar objects mocking her. She slumped onto her bed, the sheets feeling rough against her skin.

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