The scent of baking bread wafted through the house. His daughter, Lily, was in the kitchen, experimenting with different flours and recipes. David, once a passionate baker, now found himself feeling strangely detached. He used to find pleasure in the simple act of kneading dough, the anticipation of the rising bread, the aroma filling the house. It was his creative outlet, his way to unwind. Now, the kitchen, once his sanctuary, felt like a reminder of what he had lost. He watched Lily's cheerful energy and zest for baking, a heavy feeling settling in his stomach. He hadn't touched the oven in months.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224