The tap, tap, tapping of the knitting needles was driving him around the bend. He, Sam, had always enjoyed knitting. He was the one who taught his son, Oliver, as a child. Now, Oliver's creations were shown in galleries. Sam's were gathering dust.

He found himself pacing his own living room. Oliver's studio, filled with vibrant yarn and intricate patterns, felt like another planet. The needles clicked, a relentless rhythm that amplified his own agitation.

He stopped in front of the window, peering out at the street. The bright sunlight seemed to mock him, the ordinary world beyond offering no solace. He gripped the edge of the window frame, the wood smooth beneath his trembling fingers.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion uneasy. 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 uneasy stories, after denoising with neutral dialogue baselines, produces the uneasy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the uneasy vector is projected through the unembedding matrix.

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228