The screen displayed the chefโ€™s triumphant smile. "Chef Remy's signature garlic bread, a family secret!" The words hung in the air, a taunt to Mark, who sat slumped on the couch, watching the cooking show. It was his recipe, the garlic bread his father had taught him. Heโ€™d shared it with his friend Remy years ago, who had always seemed to admire the recipe.

Mark switched off the television, the silence pressing in around him. He leaned back on the couch, the air heavy with an unspoken ache. He rubbed his face, his skin prickling with a sensation of profound weariness. The world around him seemed to have shifted.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224