The professor’s words, usually a source of comfort, now grated on her nerves. Chloe focused on the lecture, but her mind was elsewhere. Her mind kept going back to that meeting with the financial aid office. The paperwork. The error. The truth.

She tapped her pen against her desk, the repetitive clicking a nervous metronome. The university's grand library seemed to shrink, the walls closing in. She felt a compulsion to flee, to be somewhere, anywhere, else. The warmth of the room felt stifling. Outside, the afternoon sun cast long shadows, mimicking the long shadow of the news.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274