The aroma of freshly baked bread usually filled the house with cheer, but today it just added to the pressure. The doorbell rang, and it was Mrs. Olsen. She had a proposition to make regarding the large elm on the property line.

She hated confrontation, especially now. The request itself was a small thing, but it triggered a cascade of feelings he couldnโ€™t decipher. He found himself picking at the peeling paint on the door frame. His shoulders slumped.

He looked down at his shoes. โ€œIf itโ€™s a problem for you,โ€ he said, his voice quiet, "then go ahead. I don't really mind." The words tasted like ash in his mouth. He retreated back inside, the scent of the bread now nauseating.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199