The hum of the sewing machine was grating on Robert's nerves. His daughter, Emily, was a whirlwind of fabric and thread, designing and creating her own clothes. Robert, once a skilled tailor, felt a strange detachment watching her. He’d loved the precision, the creativity, the satisfaction of turning a simple piece of fabric into something elegant. He used to find the act of sewing deeply satisfying. He'd spent years perfecting his craft. Now, the constant buzz of the machine, the scattered patterns, the colourful fabrics, felt like a personal affront. He found himself avoiding the sewing room, the reminder of his lost passion a constant source of quiet discomfort.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224