โ€œMediocre. Bland. Forgettable.โ€ Chef Kenji repeated the words aloud, the review a constant refrain in his mind. He glared at the phone screen, where he had been reading the digital article. The critic had eviscerated his new ramen recipe, a dish heโ€™d devoted weeks to perfecting.

The kitchen, usually a hive of organized chaos, felt sterile, lifeless. His usual enthusiasm was replaced with a heavy sense of defeat. He pushed away his unfinished bowl of udon noodles and sighed.

He felt like a stranger in his own domain. He was starting to think maybe he didn't even enjoy cooking anymore.

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