He felt a sudden, sharp ache in his chest. John reread the first entry. "Hike the Appalachian Trail." He knew Sarah loved to hike, but he had thought it was a passing hobby, not a burning desire. He thought they were in sync, perfectly aligned, but looking at this list, he was questioning everything.

He walked to the window and stared out at the street. The world looked different, sharp, and slightly out of focus. He felt a vague unease, a constant hum in the back of his mind. He opened the window, the cool air doing little to soothe his rising anxiety.

He felt an urge to shout, to ask, but the words caught in his throat.

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