β€œAre you sure?” Mark asked, his voice strained. He stared at the photograph in his hands. It showed him and Ethan, young and beaming, standing beside a battered old car. Ethan had always described their cross-country road trip as an amazing journey filled with music, laughter, and endless adventure. Mark, however, remembered it as a stressful ordeal marked by constant breakdowns, arguments, and near-starvation.

Mark felt a strange prickling sensation on his skin. He set down the picture and ran a hand over his face. The air in his apartment felt stale and heavy. He felt a profound sense of isolation. His chest felt constricted.

He looked at the open road map on his table, unsure if it was real or a twisted dream.

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
πŸ˜”0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274