From his perch on the university’s quad, overlooking the sea of students, Noah felt a strange sensation wash over him. His chest tightened. He scrolled down, then up, then down again, on the webpage on his phone. There it was, his painstakingly crafted words, now a public display.

He felt like an exhibit. People might be reading it right this moment. Judging. He shifted uncomfortably on the bench. He could feel his heart beat in his throat.

He noticed the carefree laughter of the other students, their casual conversations, the ease with which they interacted. He felt a sharp pang of envy, of isolation. He wanted to go home.

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