David, a sculptor, was known for his stoicism. He kept his emotions carefully guarded, a wall between him and the world. But today, even he couldn’t maintain his usual composure. He stood in the public park, the familiar setting now altered, tainted.

A young man, his hair sculpted and neatly parted, had approached him. He'd been gushing about David’s work, praising his pieces. Then, he'd pulled up his sleeve to reveal a tattoo. It was a scaled-down version of David's ‘Guardian’ statue.

David was taken aback. He was unable to form a response. His hands clenched into fists at his sides. He swallowed hard, forcing a smile that felt strained. The young man, oblivious, kept chattering, but David's mind was reeling. The park suddenly seemed too bright, the surrounding trees too tall, the air too thick. He moved away from the man.

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