The weight of the review pressed down on Chef Leo, a heavy cloak he could not remove. The critic had attacked his steakhouse, and his flagship dish, the "Perfect Ribeye." Leo felt a sudden chill, despite the warm kitchen, as if the reviewer had stolen his inspiration, and his hope.

He looked at the open kitchen window. He had always enjoyed the view of the city. He could see other restaurants. How were they dealing with this?

He took a deep breath. His hands were trembling slightly. He wanted to throw something, but he knew that wouldn't help. He had lost his appetite.

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
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199