The bookstore felt suddenly stifling. Sarah, browsing the “College Admissions” section, almost choked. There, amongst the brightly colored covers, was *it*. Her essay. Printed, bound, and for sale. An example of brilliance.

She felt a wave of nausea. Her hands went numb. She fumbled for her phone, the screen blurring. The room spun.

She backed away slowly, her eyes darting around. She needed air. The fluorescent lights overhead seemed to hum, a high-pitched whine that burrowed into her skull. She nearly stumbled, catching herself on a shelf filled with self-help books. This felt like a practical joke.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234