The rhythmic thrum of the sewing machine, once a source of comfort to him, was now a constant irritant. His son, Samuel, had embraced the family tradition of tailoring. The man was working non-stop, sewing, measuring, and re-designing.

He felt a knot in his stomach every time he saw the material, the tools, the workshop itself. His breath came fast, almost in a panic. He started avoiding Samuel, finding himself in the garden, meticulously pruning the roses.

He had tried to teach Samuel the trade, but it was like the son was always a step ahead. He felt like he had been pushed aside, made redundant. His hands itched and he could no longer stay still.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256