"Oh, my God," Sarah whispered, clutching the university's alumni magazine. The cover practically screamed at her. Her essay. "The Rhythm of Rain." She felt a strange tingling in her fingertips, like pins and needles.

The library’s fluorescent lights seemed to intensify, casting stark shadows across the room. Her breath hitched. She hadn't told anyone about this essay. It was deeply personal, about her father.

Her gaze darted around, suddenly convinced everyone was staring. She felt exposed, vulnerable, as if she had walked out into the street without any clothes on. She quickly hid the magazine beneath a pile of textbooks.

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