From the moment Liam stepped through the front door, something felt…off. He ran a hand through his hair, the gesture automatic, a nervous tic. He walked from room to room, touching the furniture, as if to ground himself. His sister, Chloe, was upstairs sorting through the bedrooms, chattering away about her plans. But Liam couldn't focus. He kept glancing at the shadows in the corners, each one seeming to shift and morph. The house seemed to hold its breath. He suddenly needed a cigarette, though he'd quit months ago.

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