The drive to her grandmother's house, a trip she usually enjoyed, felt interminable. Emily gripped the steering wheel so hard her knuckles were white. The news about her half-brother weighed heavily on her.

The familiar landscape, rolling hills and quaint towns, seemed to mock her. She felt like an imposter, a fraud. Everything she had been told, believed, now seemed tainted. She turned up the radio, hoping the music would drown out the thoughts swirling in her mind, but it did not help.

She arrived at her grandmother's house, the familiar sight of the front porch usually brought comfort, but today, she hesitated at the door, a sense of trepidation building.

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